
The history of computing hardware covers the developments from early simple devices to aid
calculation
A calculation is a deliberate mathematical process that transforms one or more inputs into one or more outputs or ''results''. The term is used in a variety of senses, from the very definite arithmetical calculation of using an algorithm, to th ...
to modern day
computers
A computer is a machine that can be programmed to carry out sequences of arithmetic or logical operations (computation) automatically. Modern digital electronic computers can perform generic sets of operations known as programs. These programs ...
. Before the 20th century, most calculations were done by humans.
The first aids to computation were purely mechanical devices which required the operator to set up the initial values of an elementary
arithmetic
Arithmetic () is an elementary part of mathematics that consists of the study of the properties of the traditional operations on numbers— addition, subtraction, multiplication, division, exponentiation, and extraction of roots. In the 19th ...
operation, then manipulate the device to obtain the result. Later, computers represented numbers in a continuous form (e.g. distance along a scale, rotation of a shaft, or a
voltage). Numbers could also be represented in the form of digits, automatically manipulated by a mechanism. Although this approach generally required more complex mechanisms, it greatly increased the precision of results. The development of
transistor technology and then the
integrated circuit
An integrated circuit or monolithic integrated circuit (also referred to as an IC, a chip, or a microchip) is a set of electronic circuits on one small flat piece (or "chip") of semiconductor material, usually silicon. Large numbers of tiny ...
chip led to a series of breakthroughs, starting with transistor computers and then integrated circuit computers, causing digital computers to largely replace
analog computers.
Metal-oxide-semiconductor (MOS)
large-scale integration (LSI) then enabled
semiconductor memory
Semiconductor memory is a digital electronic semiconductor device used for digital data storage, such as computer memory. It typically refers to devices in which data is stored within metal–oxide–semiconductor (MOS) memory cells on a sili ...
and the
microprocessor, leading to another key breakthrough, the miniaturized
personal computer (PC), in the 1970s. The cost of computers gradually became so low that personal computers by the 1990s, and then
mobile computers (
smartphones and
tablets) in the 2000s, became ubiquitous.
Early devices
Ancient and medieval

Devices have been used to aid computation for thousands of years, mostly using
one-to-one correspondence with
fingers. The earliest counting device was probably a form of
tally stick. The
Lebombo bone from the mountains between
Eswatini
Eswatini ( ; ss, eSwatini ), officially the Kingdom of Eswatini and formerly named Swaziland ( ; officially renamed in 2018), is a landlocked country in Southern Africa. It is bordered by Mozambique to its northeast and South Africa to its no ...
and
South Africa may be the oldest known mathematical artifact.
It dates from 35,000 BCE and consists of 29 distinct notches that were deliberately cut into a
baboon's
fibula. Later record keeping aids throughout the
Fertile Crescent included calculi (clay spheres, cones, etc.) which represented counts of items, probably livestock or grains, sealed in hollow unbaked clay containers. The use of
counting rods is one example. The
abacus was early used for arithmetic tasks. What we now call the
Roman abacus was used in
Babylonia
Babylonia (; Akkadian: , ''māt Akkadī'') was an ancient Akkadian-speaking state and cultural area based in the city of Babylon in central-southern Mesopotamia (present-day Iraq and parts of Syria). It emerged as an Amorite-ruled state c. ...
as early as c. 2700–2300 BC. Since then, many other forms of reckoning boards or tables have been invented. In a medieval European
counting house, a checkered cloth would be placed on a table, and markers moved around on it according to certain rules, as an aid to calculating sums of money.
Several
analog computers were constructed in ancient and medieval times to perform astronomical calculations. These included the
astrolabe
An astrolabe ( grc, ἀστρολάβος ; ar, ٱلأَسْطُرلاب ; persian, ستارهیاب ) is an ancient astronomical instrument that was a handheld model of the universe. Its various functions also make it an elaborate inclin ...
and
Antikythera mechanism from the
Hellenistic world (c. 150–100 BC). In
Roman Egypt
, conventional_long_name = Roman Egypt
, common_name = Egypt
, subdivision = Province
, nation = the Roman Empire
, era = Late antiquity
, capital = Alexandria
, title_leader = Praefectus Augustalis
, image_map = Roman E ...
,
Hero of Alexandria (c. 10–70 AD) made mechanical devices including
automata and a programmable cart. Other early mechanical devices used to perform one or another type of calculations include the
planisphere and other mechanical computing devices invented by
Abu Rayhan al-Biruni
Abu Rayhan Muhammad ibn Ahmad al-Biruni (973 – after 1050) commonly known as al-Biruni, was a Khwarazmian Iranian in scholar and polymath during the Islamic Golden Age. He has been called variously the "founder of Indology", "Father of Co ...
(c. AD 1000); the
equatorium and universal latitude-independent astrolabe by
Abū Ishāq Ibrāhīm al-Zarqālī (c. AD 1015); the astronomical analog computers of other medieval
Muslim astronomers and engineers; and the astronomical
clock tower
Clock towers are a specific type of structure which house a turret clock and have one or more clock faces on the upper exterior walls. Many clock towers are freestanding structures but they can also adjoin or be located on top of another buildi ...
of
Su Song
Su Song (, 1020–1101), courtesy name Zirong (), was a Chinese polymathic scientist and statesman. Excelling in a variety of fields, he was accomplished in mathematics, Chinese astronomy, astronomy, History of cartography#China, cartography, ...
(1094) during the
Song dynasty. The
castle clock, a
hydropowered mechanical
astronomical clock invented by
Ismail al-Jazari in 1206, was the first
programmable analog computer.
Ramon Llull
Ramon Llull (; c. 1232 – c. 1315/16) was a philosopher, theologian, poet, missionary, and Christian apologist from the Kingdom of Majorca.
He invented a philosophical system known as the ''Art'', conceived as a type of universal logic to pro ...
invented the Lullian Circle: a notional machine for calculating answers to philosophical questions (in this case, to do with Christianity) via logical combinatorics. This idea was taken up by
Leibniz centuries later, and is thus one of the founding elements in computing and
information science.
Renaissance calculating tools
Scottish mathematician and physicist
John Napier discovered that the multiplication and division of numbers could be performed by the addition and subtraction, respectively, of the
logarithms of those numbers. While producing the first logarithmic tables, Napier needed to perform many tedious multiplications. It was at this point that he designed his '
Napier's bones', an abacus-like device that greatly simplified calculations that involved multiplication and division.

Since
real numbers can be represented as distances or intervals on a line, the
slide rule was invented in the 1620s, shortly after Napier's work, to allow multiplication and division operations to be carried out significantly faster than was previously possible.
Edmund Gunter built a calculating device with a single logarithmic scale at the
University of Oxford. His device greatly simplified arithmetic calculations, including multiplication and division.
William Oughtred greatly improved this in 1630 with his circular slide rule. He followed this up with the modern slide rule in 1632, essentially a combination of two
Gunter rules, held together with the hands. Slide rules were used by generations of engineers and other mathematically involved professional workers, until the invention of the
pocket calculator.
Mechanical calculators
Wilhelm Schickard, a German
polymath, designed a calculating machine in 1623 which combined a mechanized form of Napier's rods with the world's first mechanical adding machine built into the base. Because it made use of a single-tooth gear there were circumstances in which its carry mechanism would jam. A fire destroyed at least one of the machines in 1624 and it is believed Schickard was too disheartened to build another.

In 1642, while still a teenager,
Blaise Pascal
Blaise Pascal ( , , ; ; 19 June 1623 – 19 August 1662) was a French mathematician, physicist, inventor, philosopher, and Catholic Church, Catholic writer.
He was a child prodigy who was educated by his father, a tax collector in Rouen. Pa ...
started some pioneering work on calculating machines and after three years of effort and 50 prototypes he invented a
mechanical calculator. He built twenty of these machines (called
Pascal's calculator or Pascaline) in the following ten years. Nine Pascalines have survived, most of which are on display in European museums. A continuing debate exists over whether Schickard or Pascal should be regarded as the "inventor of the mechanical calculator" and the range of issues to be considered is discussed elsewhere.
Gottfried Wilhelm von Leibniz invented the
stepped reckoner and his
famous stepped drum mechanism around 1672. He attempted to create a machine that could be used not only for addition and subtraction but would use a moveable carriage to enable multiplication and division. Leibniz once said "It is unworthy of excellent men to lose hours like slaves in the labour of calculation which could safely be relegated to anyone else if machines were used." However, Leibniz did not incorporate a fully successful carry mechanism. Leibniz also described the
binary numeral system
A binary number is a number expressed in the base-2 numeral system or binary numeral system, a method of mathematical expression which uses only two symbols: typically "0" (zero) and "1" ( one).
The base-2 numeral system is a positional notatio ...
, a central ingredient of all modern computers. However, up to the 1940s, many subsequent designs (including
Charles Babbage
Charles Babbage (; 26 December 1791 – 18 October 1871) was an English polymath. A mathematician, philosopher, inventor and mechanical engineer, Babbage originated the concept of a digital programmable computer.
Babbage is considered ...
's machines of the 1822 and even
ENIAC of 1945) were based on the decimal system.

Around 1820,
Charles Xavier Thomas de Colmar created what would over the rest of the century become the first successful, mass-produced mechanical calculator, the Thomas
Arithmometer. It could be used to add and subtract, and with a moveable carriage the operator could also multiply, and divide by a process of long multiplication and long division. It utilised a stepped drum similar in conception to that invented by Leibniz. Mechanical calculators remained in use until the 1970s.
Punched-card data processing
In 1804, French weaver
Joseph Marie Jacquard
Joseph Marie Charles ''dit'' (called or nicknamed) Jacquard (; 7 July 1752 – 7 August 1834) was a French weaver and merchant. He played an important role in the development of the earliest programmable loom (the " Jacquard loom"), which in tu ...
developed
a loom in which the pattern being woven was controlled by a paper tape constructed from
punched cards. The paper tape could be changed without changing the mechanical design of the loom. This was a landmark achievement in programmability. His machine was an improvement over similar weaving looms. Punched cards were preceded by punch bands, as in the machine proposed by
Basile Bouchon
Basile Bouchon () was a textile worker in the silk center in Lyon who invented a way to control a loom with a perforated paper tape in 1725. The son of an organ maker, Bouchon partially automated the tedious setting up process of the drawloom in ...
. These bands would inspire information recording for automatic pianos and more recently
numerical control
Numerical control (also computer numerical control, and commonly called CNC) is the automated control of machining tools (such as drills, lathes, mills, grinders, routers and 3D printers) by means of a computer. A CNC machine processes a pi ...
machine tools.

In the late 1880s, the American
Herman Hollerith invented data storage on
punched cards that could then be read by a machine. To process these punched cards, he invented the
tabulator and the
keypunch machine. His machines used electromechanical
relays and
counters. Hollerith's method was used in the
1890 United States Census
The United States census of 1890 was taken beginning June 2, 1890, but most of the 1890 census materials were destroyed in 1921 when a building caught fire and in the subsequent disposal of the remaining damaged records. It determined the reside ...
. That census was processed two years faster than the prior census had been.
[ "You may confidently look for the rapid reduction of the force of this office after the 1st of October, and the entire cessation of clerical work during the present calendar year. ... The condition of the work of the Census Division and the condition of the final reports show clearly that the work of the Eleventh Census will be completed at least two years earlier than was the work of the Tenth Census." — Carroll D. Wright, Commissioner of Labor in Charge] Hollerith's company eventually became the core of
IBM.
By 1920, electromechanical tabulating machines could add, subtract, and print accumulated totals. Machine functions were directed by inserting dozens of wire jumpers into removable
control panels. When the United States instituted
Social Security in 1935, IBM punched-card systems were used to process records of 26 million workers. Punched cards became ubiquitous in industry and government for accounting and administration.
Leslie Comrie
Leslie John Comrie FRS (15 August 1893 – 11 December 1950) was an astronomer and a pioneer in mechanical computation.
Life
Leslie John Comrie was born in Pukekohe (south of Auckland), New Zealand, on 15 August 1893.
He attended Auckland Un ...
's articles on punched-card methods and
W. J. Eckert
Wallace John Eckert (June 19, 1902 – August 24, 1971) was an American astronomer, who directed the Thomas J. Watson Astronomical Computing Bureau at Columbia University which evolved into the research division of IBM.
Life
Wallace John Eckert ...
's publication of ''Punched Card Methods in Scientific Computation'' in 1940, described punched-card techniques sufficiently advanced to solve some differential equations or perform multiplication and division using floating-point representations, all on punched cards and
unit record machines. Such machines were used during World War II for cryptographic statistical processing, as well as a vast number of administrative uses. The Astronomical Computing Bureau,
Columbia University, performed astronomical calculations representing the state of the art in
computing.
Calculators

By the 20th century, earlier mechanical calculators, cash registers, accounting machines, and so on were redesigned to use electric motors, with gear position as the representation for the state of a variable. The word "computer" was a job title assigned to primarily women who used these calculators to perform mathematical calculations. By the 1920s, British scientist
Lewis Fry Richardson
Lewis Fry Richardson, FRS (11 October 1881 – 30 September 1953) was an English mathematician, physicist, meteorologist, psychologist, and pacifist who pioneered modern mathematical techniques of weather forecasting, and the application of si ...
's interest in weather prediction led him to propose
human computers and
numerical analysis to model the weather; to this day, the most powerful computers on
Earth are needed to adequately model its weather using the
Navier–Stokes equations.
Companies like
Friden,
Marchant Calculator and
Monroe made desktop mechanical calculators from the 1930s that could add, subtract, multiply and divide. In 1948, the
Curta was introduced by Austrian inventor
Curt Herzstark. It was a small, hand-cranked mechanical calculator and as such, a descendant of
Gottfried Leibniz's
Stepped Reckoner and
Thomas'
Arithmometer.
The world's first ''all-electronic desktop'' calculator was the British
Bell Punch ANITA, released in 1961. It used
vacuum tubes, cold-cathode tubes and
Dekatrons in its circuits, with 12 cold-cathode
"Nixie" tubes for its display. The
ANITA sold well since it was the only electronic desktop calculator available, and was silent and quick. The tube technology was superseded in June 1963 by the U.S. manufactured
Friden EC-130, which had an all-transistor design, a stack of four 13-digit numbers displayed on a
CRT
CRT or Crt may refer to:
Science, technology, and mathematics Medicine and biology
* Calreticulin, a protein
*Capillary refill time, for blood to refill capillaries
*Cardiac resynchronization therapy and CRT defibrillator (CRT-D)
* Catheter-re ...
, and introduced
reverse Polish notation (RPN).
First general-purpose computing device
Charles Babbage
Charles Babbage (; 26 December 1791 – 18 October 1871) was an English polymath. A mathematician, philosopher, inventor and mechanical engineer, Babbage originated the concept of a digital programmable computer.
Babbage is considered ...
, an English mechanical engineer and
polymath, originated the concept of a programmable computer. Considered the "
father of the computer", he conceptualized and invented the first
mechanical computer in the early 19th century. After working on his revolutionary
difference engine
A difference engine is an automatic mechanical calculator designed to tabulate polynomial, polynomial functions. It was designed in the 1820s, and was first created by Charles Babbage. The name, the difference engine, is derived from the method ...
, designed to aid in navigational calculations, in 1833 he realized that a much more general design, an
Analytical Engine
The Analytical Engine was a proposed mechanical general-purpose computer designed by English mathematician and computer pioneer Charles Babbage. It was first described in 1837 as the successor to Babbage's difference engine, which was a des ...
, was possible. The input of programs and data was to be provided to the machine via
punched cards, a method being used at the time to direct mechanical
loom
A loom is a device used to weave cloth and tapestry. The basic purpose of any loom is to hold the warp threads under tension to facilitate the interweaving of the weft threads. The precise shape of the loom and its mechanics may vary, but th ...
s such as the
Jacquard loom
The Jacquard machine () is a device fitted to a loom that simplifies the process of manufacturing textiles with such complex patterns as brocade, damask and matelassé. The resulting ensemble of the loom and Jacquard machine is then called a Ja ...
. For output, the machine would have a printer, a curve plotter and a bell. The machine would also be able to punch numbers onto cards to be read in later. It employed ordinary
base-10 fixed-point arithmetic.
The Engine incorporated an
arithmetic logic unit
In computing, an arithmetic logic unit (ALU) is a Combinational logic, combinational digital circuit that performs arithmetic and bitwise operations on integer binary numbers. This is in contrast to a floating-point unit (FPU), which operates on ...
,
control flow in the form of
conditional branching and
loops, and integrated
memory, making it the first design for a general-purpose computer that could be described in modern terms as
Turing-complete.
There was to be a store, or memory, capable of holding 1,000 numbers of 40 decimal digits each (ca. 16.7
kB). An
arithmetical unit, called the "mill", would be able to perform all four
arithmetic operations, plus comparisons and optionally
square roots. Initially it was conceived as a
difference engine
A difference engine is an automatic mechanical calculator designed to tabulate polynomial, polynomial functions. It was designed in the 1820s, and was first created by Charles Babbage. The name, the difference engine, is derived from the method ...
curved back upon itself, in a generally circular layout, with the long store exiting off to one side. (Later drawings depict a regularized grid layout.) Like the
central processing unit (CPU) in a modern computer, the mill would rely on its own internal procedures, roughly equivalent to
microcode
In processor design, microcode (μcode) is a technique that interposes a layer of computer organization between the central processing unit (CPU) hardware and the programmer-visible instruction set architecture of a computer. Microcode is a laye ...
in modern CPUs, to be stored in the form of pegs inserted into rotating drums called "barrels", to carry out some of the more complex instructions the user's program might specify.

The programming language to be employed by users was akin to modern day
assembly language
In computer programming, assembly language (or assembler language, or symbolic machine code), often referred to simply as Assembly and commonly abbreviated as ASM or asm, is any low-level programming language with a very strong correspondence be ...
s. Loops and conditional branching were possible, and so the language as conceived would have been
Turing-complete as later defined by
Alan Turing. Three different types of punch cards were used: one for arithmetical operations, one for numerical constants, and one for load and store operations, transferring numbers from the store to the arithmetical unit or back. There were three separate readers for the three types of cards.
The machine was about a century ahead of its time. However, the project was slowed by various problems including disputes with the chief machinist building parts for it. All the parts for his machine had to be made by hand—this was a major problem for a machine with thousands of parts. Eventually, the project was dissolved with the decision of the British Government to cease funding. Babbage's failure to complete the analytical engine can be chiefly attributed to difficulties not only of politics and financing, but also to his desire to develop an increasingly sophisticated computer and to move ahead faster than anyone else could follow.
Ada Lovelace
Augusta Ada King, Countess of Lovelace (''née'' Byron; 10 December 1815 – 27 November 1852) was an English mathematician and writer, chiefly known for her work on Charles Babbage's proposed mechanical general-purpose computer, the A ...
translated and
added notes to the "''Sketch of the Analytical Engine''" by
Luigi Federico Menabrea
Luigi Federico Menabrea (4 September 1809 – 24 May 1896), later made 1st Count Menabrea and 1st Marquess of Valdora, was an Italian general, statesman and mathematician who served as the seventh prime minister of Italy from 1867 to 1869.
B ...
. This appears to be the first published description of programming, so Ada Lovelace is widely regarded as the first computer programmer.

Following Babbage, although at first unaware of his earlier work, was
Percy Ludgate, a clerk to a corn merchant in Dublin, Ireland. He independently designed a programmable mechanical computer, which he described in a work that was published in 1909. Two other inventors,
Leonardo Torres y Quevedo and
Vannevar Bush, also did follow on research based on Babbage's work. In his ''Essays on Automatics'' (1913) Torres y Quevedo designed a Babbage type of calculating machine that used electromechanical parts which included
floating-point number representations and built an early prototype in 1920. Bush's paper ''Instrumental Analysis'' (1936) discussed using existing IBM punch card machines to implement Babbage's design. In the same year he started the Rapid Arithmetical Machine project to investigate the problems of constructing an electronic digital computer.
Analog computers

In the first half of the 20th century,
analog computers were considered by many to be the future of computing. These devices used the continuously changeable aspects of physical phenomena such as
electrical,
mechanical, or
hydraulic quantities to
model the problem being solved, in contrast to
digital computers that represented varying quantities symbolically, as their numerical values change. As an analog computer does not use discrete values, but rather continuous values, processes cannot be reliably repeated with exact equivalence, as they can with
Turing machines.
The first modern analog computer was a
tide-predicting machine, invented by
Sir William Thomson, later Lord Kelvin, in 1872. It used a system of pulleys and wires to automatically calculate predicted tide levels for a set period at a particular location and was of great utility to navigation in shallow waters. His device was the foundation for further developments in analog computing.
The
differential analyser, a mechanical analog computer designed to solve differential equations by integration using wheel-and-disc mechanisms, was conceptualized in 1876 by
James Thomson, the brother of the more famous Lord Kelvin. He explored the possible construction of such calculators, but was stymied by the limited output torque of the
ball-and-disk integrators. In a differential analyzer, the output of one integrator drove the input of the next integrator, or a graphing output.

An important advance in analog computing was the development of the first
fire-control system
A fire-control system (FCS) is a number of components working together, usually a gun data computer, a director, and radar, which is designed to assist a ranged weapon system to target, track, and hit a target. It performs the same task as a ...
s for long range
ship gunlaying. When gunnery ranges increased dramatically in the late 19th century it was no longer a simple matter of calculating the proper aim point, given the flight times of the shells. Various spotters on board the ship would relay distance measures and observations to a central plotting station. There the fire direction teams fed in the location, speed and direction of the ship and its target, as well as various adjustments for
Coriolis effect, weather effects on the air, and other adjustments; the computer would then output a firing solution, which would be fed to the turrets for laying. In 1912, British engineer
Arthur Pollen developed the first electrically powered mechanical
analogue computer (called at the time the Argo Clock). It was used by the
Imperial Russian Navy in
World War I. The alternative
Dreyer Table fire control system was fitted to British capital ships by mid-1916.
Mechanical devices were also used to aid the
accuracy of aerial bombing.
Drift Sight was the first such aid, developed by
Harry Wimperis in 1916 for the
Royal Naval Air Service
The Royal Naval Air Service (RNAS) was the air arm of the Royal Navy, under the direction of the Admiralty's Air Department, and existed formally from 1 July 1914 to 1 April 1918, when it was merged with the British Army's Royal Flying Corps t ...
; it measured the
wind speed from the air, and used that measurement to calculate the wind's effects on the trajectory of the bombs. The system was later improved with the
Course Setting Bomb Sight, and reached a climax with
World War II bomb sights,
Mark XIV bomb sight (
RAF Bomber Command
RAF Bomber Command controlled the Royal Air Force's bomber forces from 1936 to 1968. Along with the United States Army Air Forces, it played the central role in the strategic bombing of Germany in World War II. From 1942 onward, the British bo ...
) and the
Norden (
United States Army Air Forces).
The art of mechanical analog computing reached its zenith with the
differential analyzer, built by H. L. Hazen and
Vannevar Bush at
MIT starting in 1927, which built on the mechanical integrators of
James Thomson and the
torque amplifiers invented by H. W. Nieman. A dozen of these devices were built before their obsolescence became obvious; the most powerful was constructed at the
University of Pennsylvania's
Moore School of Electrical Engineering, where the
ENIAC was built.
A fully electronic analog computer was built by
Helmut Hölzer in 1942 at
Peenemünde Army Research Center.
By the 1950s the success of digital electronic computers had spelled the end for most analog computing machines, but
hybrid analog computers, controlled by digital electronics, remained in substantial use into the 1950s and 1960s, and later in some specialized applications.
Advent of the digital computer
The principle of the modern computer was first described by
computer scientist
A computer scientist is a person who is trained in the academic study of computer science.
Computer scientists typically work on the theoretical side of computation, as opposed to the hardware side on which computer engineers mainly focus (al ...
Alan Turing, who set out the idea in his seminal 1936 paper, ''On Computable Numbers''. Turing reformulated
Kurt Gödel
Kurt Friedrich Gödel ( , ; April 28, 1906 – January 14, 1978) was a logician, mathematician, and philosopher. Considered along with Aristotle and Gottlob Frege to be one of the most significant logicians in history, Gödel had an imme ...
's 1931 results on the limits of proof and computation, replacing Gödel's universal arithmetic-based formal language with the formal and simple hypothetical devices that became known as
Turing machines. He proved that some such machine would be capable of performing any conceivable mathematical computation if it were representable as an
algorithm. He went on to prove that there was no solution to the ''
Entscheidungsproblem'' by first showing that the
halting problem for Turing machines is
undecidable: in general, it is not possible to decide algorithmically whether a given Turing machine will ever halt.
He also introduced the notion of a "universal machine" (now known as a
universal Turing machine), with the idea that such a machine could perform the tasks of any other machine, or in other words, it is provably capable of computing anything that is computable by executing a program stored on tape, allowing the machine to be programmable.
Von Neumann acknowledged that the central concept of the modern computer was due to this paper. Turing machines are to this day a central object of study in
theory of computation. Except for the limitations imposed by their finite memory stores, modern computers are said to be
Turing-complete, which is to say, they have
algorithm execution capability equivalent to a
universal Turing machine.
Electromechanical computers
The era of modern computing began with a flurry of development before and during World War II. Most digital computers built in this period were electromechanical – electric switches drove mechanical relays to perform the calculation. These devices had a low operating speed and were eventually superseded by much faster all-electric computers, originally using
vacuum tubes.
The
Z2 was one of the earliest examples of an electromechanical relay
computer
A computer is a machine that can be programmed to Execution (computing), carry out sequences of arithmetic or logical operations (computation) automatically. Modern digital electronic computers can perform generic sets of operations known as C ...
, and was created by German engineer
Konrad Zuse in 1940. It was an improvement on his earlier
Z1; although it used the same mechanical
memory, it replaced the arithmetic and control logic with electrical
relay circuits.

In the same year, electro-mechanical devices called
bombes were built by British
cryptologists to help decipher
German Enigma-machine-encrypted secret messages during
World War II. The bombe's initial design was created in 1939 at the UK
Government Code and Cypher School (GC&CS) at
Bletchley Park by
Alan Turing, with an important refinement devised in 1940 by
Gordon Welchman.
The engineering design and construction was the work of
Harold Keen of the
British Tabulating Machine Company. It was a substantial development from a device that had been designed in 1938 by
Polish Cipher Bureau
The Cipher Bureau, in Polish language, Polish: ''Biuro Szyfrów'' (), was the interwar Polish General Staff's Second Department of Polish General Staff, Second Department's unit charged with SIGINT and both cryptography (the ''use'' of ciphers an ...
cryptologist
Marian Rejewski
Marian Adam Rejewski (; 16 August 1905 – 13 February 1980) was a Polish mathematician and cryptologist who in late 1932 reconstructed the sight-unseen German military Enigma cipher machine, aided by limited documents obtained by French mili ...
, and known as the "
cryptologic bomb" (
Polish: ''"bomba kryptologiczna"'').
In 1941, Zuse followed his earlier machine up with the
Z3,
the world's first working
electromechanical programmable, fully automatic digital computer. The Z3 was built with 2000
relays, implementing a 22-
bit
The bit is the most basic unit of information in computing and digital communications. The name is a portmanteau of binary digit. The bit represents a logical state with one of two possible values. These values are most commonly represented a ...
word length that operated at a
clock frequency of about 5–10
Hz. Program code and data were stored on punched
film
A film also called a movie, motion picture, moving picture, picture, photoplay or (slang) flick is a work of visual art that simulates experiences and otherwise communicates ideas, stories, perceptions, feelings, beauty, or atmosphere ...
. It was quite similar to modern machines in some respects, pioneering numerous advances such as
floating-point numbers. Replacement of the hard-to-implement decimal system (used in
Charles Babbage
Charles Babbage (; 26 December 1791 – 18 October 1871) was an English polymath. A mathematician, philosopher, inventor and mechanical engineer, Babbage originated the concept of a digital programmable computer.
Babbage is considered ...
's earlier design) by the simpler
binary system meant that Zuse's machines were easier to build and potentially more reliable, given the technologies available at that time. The Z3 was proven to have been a
Turing-complete machine in 1998 by
Raúl Rojas. In two 1936
patent applications, Zuse also anticipated that machine instructions could be stored in the same storage used for data—the key insight of what became known as the
von Neumann architecture, first implemented in 1948 in America in the
electromechanical IBM SSEC
The IBM Selective Sequence Electronic Calculator (SSEC) was an electromechanical computer built by IBM. Its design was started in late 1944 and it operated from January 1948 to August 1952. It had many of the features of a stored-program computer, ...
and in Britain in the fully electronic
Manchester Baby.
Zuse suffered setbacks during World War II when some of his machines were destroyed in the course of
Allied
An alliance is a relationship among people, groups, or states that have joined together for mutual benefit or to achieve some common purpose, whether or not explicit agreement has been worked out among them. Members of an alliance are called ...
bombing campaigns. Apparently his work remained largely unknown to engineers in the UK and US until much later, although at least IBM was aware of it as it financed his post-war startup company in 1946 in return for an option on Zuse's patents.
In 1944, the
Harvard Mark I
The Harvard Mark I, or IBM Automatic Sequence Controlled Calculator (ASCC), was a general-purpose electromechanical computer used in the war effort during the last part of World War II.
One of the first programs to run on the Mark I was initi ...
was constructed at IBM's Endicott laboratories. It was a similar general purpose electro-mechanical computer to the Z3, but was not quite Turing-complete.
Digital computation
The term digital was first suggested by
George Robert Stibitz and refers to where a signal, such as a voltage, is not used to directly represent a value (as it would be in an
analog computer), but to encode it. In November 1937, Stibitz, then working at Bell Labs (1930–1941),
completed a relay-based calculator he later dubbed the "
Model K" (for "kitchen table", on which he had assembled it), which became the first
binary adder. Typically signals have two states – low (usually representing 0) and high (usually representing 1), but sometimes
three-valued logic is used, especially in high-density memory. Modern computers generally use
binary logic, but many early machines were
decimal computers. In these machines, the basic unit of data was the decimal digit, encoded in one of several schemes, including
binary-coded decimal
In computing and electronic systems, binary-coded decimal (BCD) is a class of binary encodings of decimal numbers where each digit is represented by a fixed number of bits, usually four or eight. Sometimes, special bit patterns are used for ...
or BCD,
bi-quinary,
excess-3, and
two-out-of-five code.
The mathematical basis of digital computing is
Boolean algebra, developed by the British mathematician
George Boole in his work ''
The Laws of Thought'', published in 1854. His Boolean algebra was further refined in the 1860s by
William Jevons and
Charles Sanders Peirce, and was first presented systematically by
Ernst Schröder and
A. N. Whitehead
Alfred North Whitehead (15 February 1861 – 30 December 1947) was an English mathematician and philosopher. He is best known as the defining figure of the philosophical school known as process philosophy, which today has found applicat ...
.
In 1879 Gottlob Frege develops the formal approach to logic and proposes the first logic language for logical equations.
In the 1930s and working independently, American
electronic engineer Claude Shannon and Soviet
logician Victor Shestakov both showed a
one-to-one correspondence between the concepts of
Boolean logic
In mathematics and mathematical logic, Boolean algebra is a branch of algebra. It differs from elementary algebra in two ways. First, the values of the variable (mathematics), variables are the truth values ''true'' and ''false'', usually denote ...
and certain electrical circuits, now called
logic gate
A logic gate is an idealized or physical device implementing a Boolean function, a logical operation performed on one or more binary inputs that produces a single binary output. Depending on the context, the term may refer to an ideal logic gate, ...
s, which are now ubiquitous in digital computers.
They showed that electronic relays and switches can realize the
expressions of
Boolean algebra. This thesis essentially founded practical
digital circuit In theoretical computer science, a circuit is a model of computation in which input values proceed through a sequence of gates, each of which computes a function. Circuits of this kind provide a generalization of Boolean circuits and a mathematical ...
design. In addition Shannon's paper gives a correct circuit diagram for a 4 bit digital binary adder.
Electronic data processing

Purely
electronic circuit
An electronic circuit is composed of individual electronic components, such as resistors, transistors, capacitors, inductors and diodes, connected by conductive wires or traces through which electric current can flow. It is a type of electrical ...
elements soon replaced their mechanical and electromechanical equivalents, at the same time that digital calculation replaced analog. Machines such as the
Z3, the
Atanasoff–Berry Computer, the
Colossus computers, and the
ENIAC were built by hand, using circuits containing relays or valves (vacuum tubes), and often used
punched cards or
punched paper tape for input and as the main (non-volatile) storage medium.
Engineer
Tommy Flowers joined the telecommunications branch of the
General Post Office
The General Post Office (GPO) was the state postal system and telecommunications carrier of the United Kingdom until 1969. Before the Acts of Union 1707, it was the postal system of the Kingdom of England, established by Charles II in 1660. ...
in 1926. While working at the
research station in
Dollis Hill in the 1930s, he began to explore the possible use of electronics for the
telephone exchange
A telephone exchange, telephone switch, or central office is a telecommunications system used in the public switched telephone network (PSTN) or in large enterprises. It interconnects telephone subscriber lines or virtual circuits of digital syst ...
. Experimental equipment that he built in 1934 went into operation 5 years later, converting a portion of the
telephone exchange
A telephone exchange, telephone switch, or central office is a telecommunications system used in the public switched telephone network (PSTN) or in large enterprises. It interconnects telephone subscriber lines or virtual circuits of digital syst ...
network into an electronic data processing system, using thousands of
vacuum tubes.
In the US, in 1940 Arthur Dickinson (IBM) invented the first digital electronic computer. This calculating device was fully electronic – control, calculations and output (the first electronic display). John Vincent Atanasoff and Clifford E. Berry of Iowa State University developed the Atanasoff–Berry Computer (ABC) in 1942, the first binary electronic digital calculating device. This design was semi-electronic (electro-mechanical control and electronic calculations), and used about 300 vacuum tubes, with capacitors fixed in a mechanically rotating drum for memory. However, its paper card writer/reader was unreliable and the regenerative drum contact system was mechanical. The machine's special-purpose nature and lack of changeable,
stored program distinguish it from modern computers.
Computers whose logic was primarily built using vacuum tubes are now known as
first generation computers.
The electronic programmable computer

During World War II, British codebreakers at
Bletchley Park, north of London, achieved a number of successes at breaking encrypted enemy military communications. The German encryption machine,
Enigma, was first attacked with the help of the electro-mechanical
bombes. Women often operated these bombe machines. They ruled out possible Enigma settings by performing chains of logical deductions implemented electrically. Most possibilities led to a contradiction, and the few remaining could be tested by hand.
The Germans also developed a series of teleprinter encryption systems, quite different from Enigma. The
Lorenz SZ 40/42 machine was used for high-level Army communications, code-named "Tunny" by the British. The first intercepts of Lorenz messages began in 1941. As part of an attack on Tunny,
Max Newman and his colleagues developed the
Heath Robinson, a fixed-function machine to aid in code breaking.
Tommy Flowers, a senior engineer at the
Post Office Research Station was recommended to Max Newman by Alan Turing and spent eleven months from early February 1943 designing and building the more flexible
Colossus computer (which superseded the
Heath Robinson). After a functional test in December 1943, Colossus was shipped to Bletchley Park, where it was delivered on 18 January 1944 and attacked its first message on 5 February.

Colossus was the world's first
electronic digital
Digital usually refers to something using discrete digits, often binary digits.
Technology and computing Hardware
*Digital electronics, electronic circuits which operate using digital signals
**Digital camera, which captures and stores digital i ...
programmable computer
A computer is a machine that can be programmed to Execution (computing), carry out sequences of arithmetic or logical operations (computation) automatically. Modern digital electronic computers can perform generic sets of operations known as C ...
.
It used a large number of valves (vacuum tubes). It had paper-tape input and was capable of being configured to perform a variety of
boolean logic
In mathematics and mathematical logic, Boolean algebra is a branch of algebra. It differs from elementary algebra in two ways. First, the values of the variable (mathematics), variables are the truth values ''true'' and ''false'', usually denote ...
al operations on its data, but it was not
Turing-complete. Data input to Colossus was by
photoelectric reading of a paper tape transcription of the enciphered intercepted message. This was arranged in a continuous loop so that it could be read and re-read multiple times – there being no internal store for the data. The reading mechanism ran at 5,000 characters per second with the paper tape moving at . Colossus Mark 1 contained 1500 thermionic valves (tubes), but Mark 2 with 2400 valves and five processors in parallel, was both 5 times faster and simpler to operate than Mark 1, greatly speeding the decoding process. Mark 2 was designed while Mark 1 was being constructed.
Allen Coombs
Allen William Mark (Doc) Coombs (23 October 1911 – 30 January 1995) was a British electronics engineer at the Post Office Research Station, Dollis Hill.
Coombs was one of the principal designers of the Mark II or production version of the ...
took over leadership of the Colossus Mark 2 project when
Tommy Flowers moved on to other projects. The first Mark 2 Colossus became operational on 1 June 1944, just in time for the Allied
Invasion of Normandy
Operation Overlord was the codename for the Battle of Normandy, the Allied operation that launched the successful invasion of German-occupied Western Europe during World War II. The operation was launched on 6 June 1944 (D-Day) with the Norm ...
on
D-Day
The Normandy landings were the landing operations and associated airborne operations on Tuesday, 6 June 1944 of the Allied invasion of Normandy in Operation Overlord during World War II. Codenamed Operation Neptune and often referred to as D ...
.
Most of the use of Colossus was in determining the start positions of the Tunny rotors for a message, which was called "wheel setting". Colossus included the first-ever use of
shift registers and
systolic arrays, enabling five simultaneous tests, each involving up to 100
Boolean calculations. This enabled five different possible start positions to be examined for one transit of the paper tape. As well as wheel setting some later Colossi included mechanisms intended to help determine pin patterns known as "wheel breaking". Both models were programmable using switches and plug panels in a way their predecessors had not been. Ten Mk 2 Colossi were operational by the end of the war.

Without the use of these machines, the
Allies would have been deprived of the very valuable
intelligence that was obtained from reading the vast quantity of
encipher
In cryptography, a cipher (or cypher) is an algorithm for performing encryption or decryption—a series of well-defined steps that can be followed as a procedure. An alternative, less common term is ''encipherment''. To encipher or encode i ...
ed high-level
telegraphic messages between the
German High Command (OKW) and their
army commands throughout occupied Europe. Details of their existence, design, and use were kept secret well into the 1970s.
Winston Churchill
Sir Winston Leonard Spencer Churchill (30 November 187424 January 1965) was a British statesman, soldier, and writer who served as Prime Minister of the United Kingdom twice, from 1940 to 1945 Winston Churchill in the Second World War, dur ...
personally issued an order for their destruction into pieces no larger than a man's hand, to keep secret that the British were capable of cracking
Lorenz SZ cyphers (from German rotor stream cipher machines) during the oncoming Cold War. Two of the machines were transferred to the newly formed
GCHQ and the others were destroyed. As a result, the machines were not included in many histories of computing. A reconstructed working copy of one of the Colossus machines is now on display at Bletchley Park.
The US-built
ENIAC (Electronic Numerical Integrator and Computer) was the first electronic programmable computer built in the US. Although the ENIAC was similar to the Colossus it was much faster and more flexible. It was unambiguously a Turing-complete device and could compute any problem that would fit into its memory. Like the Colossus, a "program" on the ENIAC was defined by the states of its patch cables and switches, a far cry from the
stored program electronic machines that came later. Once a program was written, it had to be mechanically set into the machine with manual resetting of plugs and switches. The programmers of the ENIAC were women who had been trained as mathematicians.
It combined the high speed of electronics with the ability to be programmed for many complex problems. It could add or subtract 5000 times a second, a thousand times faster than any other machine. It also had modules to multiply, divide, and square root. High-speed memory was limited to 20 words (equivalent to about 80 bytes). Built under the direction of
John Mauchly and
J. Presper Eckert at the University of Pennsylvania, ENIAC's development and construction lasted from 1943 to full operation at the end of 1945. The machine was huge, weighing 30 tons, using 200 kilowatts of electric power and contained over 18,000 vacuum tubes, 1,500 relays, and hundreds of thousands of resistors, capacitors, and inductors.
One of its major engineering feats was to minimize the effects of tube burnout, which was a common problem in machine reliability at that time. The machine was in almost constant use for the next ten years.
Stored-program computer
Early computing machines were programmable in the sense that they could follow the sequence of steps they had been set up to execute, but the "program", or steps that the machine was to execute, were set up usually by changing how the wires were plugged into a
patch panel or
plugboard. "Reprogramming", when it was possible at all, was a laborious process, starting with engineers working out
flowchart
A flowchart is a type of diagram that represents a workflow or process. A flowchart can also be defined as a diagrammatic representation of an algorithm, a step-by-step approach to solving a task.
The flowchart shows the steps as boxes of va ...
s, designing the new set up, and then the often-exacting process of physically re-wiring patch panels. Stored-program computers, by contrast, were designed to store a set of instructions (a
program), in memory – typically the same memory as stored data.
Theory

The theoretical basis for the stored-program computer had been proposed by
Alan Turing in his 1936 paper. In 1945 Turing joined the
National Physical Laboratory and began his work on developing an electronic stored-program digital computer. His 1945 report 'Proposed Electronic Calculator' was the first specification for such a device.
Meanwhile,
John von Neumann at the
Moore School of Electrical Engineering,
University of Pennsylvania, circulated his ''
First Draft of a Report on the EDVAC'' in 1945. Although substantially similar to Turing's design and containing comparatively little engineering detail, the computer architecture it outlined became known as the "
von Neumann architecture". Turing presented a more detailed paper to the
National Physical Laboratory (NPL) Executive Committee in 1946, giving the first reasonably complete design of a
stored-program computer
A stored-program computer is a computer that stores program instructions in electronically or optically accessible memory. This contrasts with systems that stored the program instructions with plugboards or similar mechanisms.
The definition i ...
, a device he called the
Automatic Computing Engine (ACE). However, the better-known
EDVAC design of
John von Neumann, who knew of Turing's theoretical work, received more publicity, despite its incomplete nature and questionable lack of attribution of the sources of some of the ideas.
Turing thought that the speed and the size of
computer memory were crucial elements, so he proposed a high-speed memory of what would today be called 25
KB, accessed at a speed of 1
MHz. The ACE implemented
subroutine
In computer programming, a function or subroutine is a sequence of program instructions that performs a specific task, packaged as a unit. This unit can then be used in programs wherever that particular task should be performed.
Functions may ...
calls, whereas the EDVAC did not, and the ACE also used ''Abbreviated Computer Instructions,'' an early form of
programming language.
Manchester Baby

The
Manchester Baby (Small Scale Experimental Machine, SSEM) was the world's first electronic
stored-program computer
A stored-program computer is a computer that stores program instructions in electronically or optically accessible memory. This contrasts with systems that stored the program instructions with plugboards or similar mechanisms.
The definition i ...
. It was built at the
Victoria University of Manchester by
Frederic C. Williams,
Tom Kilburn and Geoff Tootill, and ran its first program on 21 June 1948.
The machine was not intended to be a practical computer but was instead designed as a
testbed for the
Williams tube, the first
random-access digital storage device. Invented by
Freddie Williams and
Tom Kilburn at the University of Manchester in 1946 and 1947, it was a
cathode-ray tube
A cathode-ray tube (CRT) is a vacuum tube containing one or more electron guns, which emit electron beams that are manipulated to display images on a phosphorescent screen. The images may represent electrical waveforms (oscilloscope), pictur ...
that used an effect called
secondary emission
In particle physics, secondary emission is a phenomenon where primary incident particles of sufficient energy, when hitting a surface or passing through some material, induce the emission of secondary particles. The term often refers to the emi ...
to temporarily store electronic
binary data, and was used successfully in several early computers.
Described as small and primitive in a 1998 retrospective, the Baby was the first working machine to contain all of the elements essential to a modern electronic computer.
As soon as it had demonstrated the feasibility of its design, a project was initiated at the university to develop the design into a more usable computer, the
Manchester Mark 1. The Mark 1 in turn quickly became the prototype for the
Ferranti Mark 1, the world's first commercially available general-purpose computer.
The Baby had a 32-
bit
The bit is the most basic unit of information in computing and digital communications. The name is a portmanteau of binary digit. The bit represents a logical state with one of two possible values. These values are most commonly represented a ...
word length and a
memory of 32 words. As it was designed to be the simplest possible stored-program computer, the only arithmetic operations implemented in
hardware were
subtraction
Subtraction is an arithmetic operation that represents the operation of removing objects from a collection. Subtraction is signified by the minus sign, . For example, in the adjacent picture, there are peaches—meaning 5 peaches with 2 taken ...
and
negation
In logic, negation, also called the logical complement, is an operation that takes a proposition P to another proposition "not P", written \neg P, \mathord P or \overline. It is interpreted intuitively as being true when P is false, and false ...
; other arithmetic operations were implemented in software. The first of three programs written for the machine found the highest
proper divisor of 2
18 (262,144), a calculation that was known would take a long time to run—and so prove the computer's reliability—by testing every integer from 2
18 − 1 downwards, as division was implemented by repeated subtraction of the divisor. The program consisted of 17 instructions and ran for 52 minutes before reaching the correct answer of 131,072, after the Baby had performed 3.5 million operations (for an effective CPU speed of 1.1
kIPS). The successive approximations to the answer were displayed as a pattern of dots on the output
CRT
CRT or Crt may refer to:
Science, technology, and mathematics Medicine and biology
* Calreticulin, a protein
*Capillary refill time, for blood to refill capillaries
*Cardiac resynchronization therapy and CRT defibrillator (CRT-D)
* Catheter-re ...
which mirrored the pattern held on the Williams tube used for storage.
Manchester Mark 1
The SSEM led to the development of the
Manchester Mark 1 at the University of Manchester.
Work began in August 1948, and the first version was operational by April 1949; a program written to search for
Mersenne primes ran error-free for nine hours on the night of 16/17 June 1949.
The machine's successful operation was widely reported in the British press, which used the phrase "electronic brain" in describing it to their readers.
The computer is especially historically significant because of its pioneering inclusion of
index registers, an innovation which made it easier for a program to read sequentially through an array of
words in memory. Thirty-four patents resulted from the machine's development, and many of the ideas behind its design were incorporated in subsequent commercial products such as the and
702 as well as the Ferranti Mark 1. The chief designers,
Frederic C. Williams and
Tom Kilburn, concluded from their experiences with the Mark 1 that computers would be used more in scientific roles than in pure mathematics. In 1951 they started development work on
Meg
Meg is a feminine given name, often a short form of Megatron, Megan, Megumi (Japanese), etc. It may refer to:
People
*Meg (singer), a Japanese singer
*Meg Cabot (born 1967), American author of romantic and paranormal fiction
*Meg Burton Cahill ( ...
, the Mark 1's successor, which would include a
floating-point unit
In computing, floating-point arithmetic (FP) is arithmetic that represents real numbers approximately, using an integer with a fixed precision, called the significand, scaled by an integer exponent of a fixed base. For example, 12.345 can b ...
.
EDSAC

The other contender for being the first recognizably modern digital stored-program computer was the
EDSAC
The Electronic Delay Storage Automatic Calculator (EDSAC) was an early British computer. Inspired by John von Neumann's seminal ''First Draft of a Report on the EDVAC'', the machine was constructed by Maurice Wilkes and his team at the Universi ...
, designed and constructed by
Maurice Wilkes
Sir Maurice Vincent Wilkes (26 June 1913 – 29 November 2010) was a British computer scientist who designed and helped build the Electronic Delay Storage Automatic Calculator (EDSAC), one of the earliest stored program computers, and who inv ...
and his team at the
University of Cambridge Mathematical Laboratory in
England at the
University of Cambridge in 1949. The machine was inspired by
John von Neumann's seminal ''
First Draft of a Report on the EDVAC'' and was one of the first usefully operational electronic digital
stored-program
A stored-program computer is a computer that stores program instructions in electronically or optically accessible memory. This contrasts with systems that stored the program instructions with plugboards or similar mechanisms.
The definition i ...
computer.
EDSAC ran its first programs on 6 May 1949, when it calculated a table of squares and a list of
prime numbers.The EDSAC also served as the basis for the first commercially applied computer, the
LEO I, used by food manufacturing company
J. Lyons & Co. Ltd. EDSAC 1 was finally shut down on 11 July 1958, having been superseded by EDSAC 2 which stayed in use until 1965.
EDVAC
ENIAC inventors
John Mauchly and
J. Presper Eckert proposed the
EDVAC's construction in August 1944, and design work for the EDVAC commenced at the
University of Pennsylvania's
Moore School of Electrical Engineering, before the
ENIAC was fully operational. The design implemented a number of important architectural and logical improvements conceived during the ENIAC's construction, and a high-speed
serial-access memory.
However, Eckert and Mauchly left the project and its construction floundered.
It was finally delivered to the
U.S. Army's
Ballistics Research Laboratory
The Ballistic Research Laboratory (BRL) was a leading U.S. Army research establishment situated at Aberdeen Proving Ground, Maryland that specialized in ballistics (interior, exterior, and terminal) as well as vulnerability and lethality analysis. ...
at the
Aberdeen Proving Ground in August 1949, but due to a number of problems, the computer only began operation in 1951, and then only on a limited basis.
Commercial computers
The first commercial computer was the
Ferranti Mark 1, built by
Ferranti and delivered to the
University of Manchester in February 1951. It was based on the
Manchester Mark 1. The main improvements over the Manchester Mark 1 were in the size of the
primary storage (using
random access
Random access (more precisely and more generally called direct access) is the ability to access an arbitrary element of a sequence in equal time or any datum from a population of addressable elements roughly as easily and efficiently as any othe ...
Williams tubes
The Williams tube, or the Williams–Kilburn tube named after inventors Frederic Calland Williams, Freddie Williams and Tom Kilburn, is an early form of computer memory. It was the first Random-access memory, random-access digital storage devic ...
),
secondary storage
Computer data storage is a technology consisting of computer components and recording media that are used to retain digital data. It is a core function and fundamental component of computers.
The central processing unit (CPU) of a computer ...
(using a
magnetic drum), a faster multiplier, and additional instructions. The basic cycle time was 1.2 milliseconds, and a multiplication could be completed in about 2.16 milliseconds. The multiplier used almost a quarter of the machine's 4,050 vacuum tubes (valves). A second machine was purchased by the
University of Toronto, before the design was revised into the
Mark 1 Star. At least seven of these later machines were delivered between 1953 and 1957, one of them to
Shell labs in Amsterdam.
In October 1947, the directors of
J. Lyons & Company, a British catering company famous for its teashops but with strong interests in new office management techniques, decided to take an active role in promoting the commercial development of computers. The
LEO I computer (Lyons Electronic Office) became operational in April 1951 and ran the world's first regular routine office computer
job. On 17 November 1951, the J. Lyons company began weekly operation of a bakery valuations job on the LEO – the first business
application
Application may refer to:
Mathematics and computing
* Application software, computer software designed to help the user to perform specific tasks
** Application layer, an abstraction layer that specifies protocols and interface methods used in a c ...
to go live on a stored program computer.
In June 1951, the
UNIVAC I (Universal Automatic Computer) was delivered to the
U.S. Census Bureau. Remington Rand eventually sold 46 machines at more than each ($ as of ). UNIVAC was the first "mass produced" computer. It used 5,200 vacuum tubes and consumed of power. Its primary storage was
serial-access mercury delay lines capable of storing 1,000 words of 11 decimal digits plus sign (72-bit words).

IBM introduced a smaller, more affordable computer in 1954 that proved very popular. The
IBM 650
The IBM 650 Magnetic Drum Data-Processing Machine is an early digital computer produced by IBM in the mid-1950s. It was the first mass produced computer in the world. Almost 2,000 systems were produced, the last in 1962, and it was the first ...
weighed over , the attached power supply weighed around and both were held in separate cabinets of roughly 1.50.9. The system cost ($ as of ) or could be leased for a month ($ as of ). Its drum memory was originally 2,000 ten-digit words, later expanded to 4,000 words. Memory limitations such as this were to dominate programming for decades afterward. The program instructions were fetched from the spinning drum as the code ran. Efficient execution using drum memory was provided by a combination of hardware architecture – the instruction format included the address of the next instruction – and software: the
Symbolic Optimal Assembly Program, SOAP, assigned instructions to the optimal addresses (to the extent possible by static analysis of the source program). Thus many instructions were, when needed, located in the next row of the drum to be read and additional wait time for drum rotation was reduced.
Microprogramming
In 1951, British scientist
Maurice Wilkes
Sir Maurice Vincent Wilkes (26 June 1913 – 29 November 2010) was a British computer scientist who designed and helped build the Electronic Delay Storage Automatic Calculator (EDSAC), one of the earliest stored program computers, and who inv ...
developed the concept of
microprogramming from the realisation that the
central processing unit of a computer could be controlled by a miniature, highly specialized
computer program in high-speed
ROM. Microprogramming allows the base instruction set to be defined or extended by built-in programs (now called
firmware
In computing, firmware is a specific class of computer software that provides the low-level control for a device's specific hardware. Firmware, such as the BIOS of a personal computer, may contain basic functions of a device, and may provide h ...
or
microcode
In processor design, microcode (μcode) is a technique that interposes a layer of computer organization between the central processing unit (CPU) hardware and the programmer-visible instruction set architecture of a computer. Microcode is a laye ...
). This concept greatly simplified CPU development. He first described this at the
University of Manchester Computer Inaugural Conference in 1951, then published in expanded form in ''
IEEE Spectrum'' in 1955.
It was widely used in the CPUs and
floating-point
In computing, floating-point arithmetic (FP) is arithmetic that represents real numbers approximately, using an integer with a fixed precision, called the significand, scaled by an integer exponent of a fixed base. For example, 12.345 can b ...
units of
mainframe
A mainframe computer, informally called a mainframe or big iron, is a computer used primarily by large organizations for critical applications like bulk data processing for tasks such as censuses, industry and consumer statistics, enterprise ...
and other computers; it was implemented for the first time in
EDSAC 2
EDSAC 2 was an early computer
A computer is a machine that can be programmed to Execution (computing), carry out sequences of arithmetic or logical operations (computation) automatically. Modern digital electronic computers can perform gene ...
,
which also used multiple identical "bit slices" to simplify design. Interchangeable, replaceable tube assemblies were used for each bit of the processor.
Magnetic memory

Magnetic
drum memories were developed for the US Navy during WW II with the work continuing at
Engineering Research Associates (ERA) in 1946 and 1947. ERA, then a part of Univac included a drum memory in its
1103
Year 1103 ( MCIII) was a common year starting on Thursday (link will display the full calendar) of the Julian calendar.
Events
By place
Levant
* Spring – Bohemond I, Norman prince of Antioch, is released from Seljuk imprison ...
, announced in February 1953. The first mass-produced computer, the
IBM 650
The IBM 650 Magnetic Drum Data-Processing Machine is an early digital computer produced by IBM in the mid-1950s. It was the first mass produced computer in the world. Almost 2,000 systems were produced, the last in 1962, and it was the first ...
, also announced in 1953 had about 8.5 kilobytes of drum memory.
Magnetic core
A magnetic core is a piece of magnetic material with a high magnetic permeability used to confine and guide magnetic fields in electrical, electromechanical and magnetic devices such as electromagnets, transformers, electric motors, generators, in ...
memory patented in 1949 with its first usage demonstrated for the
Whirlwind computer in August 1953. Commercialization followed quickly. Magnetic core was used in peripherals of the IBM 702 delivered in July 1955, and later in the 702 itself. The
IBM 704
The IBM 704 is a large digital mainframe computer introduced by IBM in 1954. It was the first mass-produced computer with hardware for floating-point arithmetic. The IBM 704 ''Manual of operation'' states:
The type 704 Electronic Data-Pro ...
(1955) and the Ferranti Mercury (1957) used magnetic-core memory. It went on to dominate the field into the 1970s, when it was replaced with semiconductor memory. Magnetic core peaked in volume about 1975 and declined in usage and market share thereafter.
As late as 1980, PDP-11/45 machines using magnetic-core main memory and drums for swapping were still in use at many of the original UNIX sites.
Early digital computer characteristics
Transistor computers

The bipolar
transistor was invented in 1947. From 1955 onward transistors replaced
vacuum tubes in computer designs, giving rise to the "second generation" of computers. Compared to vacuum tubes, transistors have many advantages: they are smaller, and require less power than vacuum tubes, so give off less heat. Silicon junction transistors were much more reliable than vacuum tubes and had longer service life. Transistorized computers could contain tens of thousands of binary logic circuits in a relatively compact space. Transistors greatly reduced computers' size, initial cost, and
operating cost. Typically, second-generation computers were composed of large numbers of
printed circuit board
A printed circuit board (PCB; also printed wiring board or PWB) is a medium used in Electrical engineering, electrical and electronic engineering to connect electronic components to one another in a controlled manner. It takes the form of a L ...
s such as the
IBM Standard Modular System, each carrying one to four
logic gate
A logic gate is an idealized or physical device implementing a Boolean function, a logical operation performed on one or more binary inputs that produces a single binary output. Depending on the context, the term may refer to an ideal logic gate, ...
s or
flip-flops.
At the
University of Manchester, a team under the leadership of
Tom Kilburn designed and built a machine using the newly developed
transistors instead of valves. Initially the only devices available were
germanium
Germanium is a chemical element with the symbol Ge and atomic number 32. It is lustrous, hard-brittle, grayish-white and similar in appearance to silicon. It is a metalloid in the carbon group that is chemically similar to its group neighbors s ...
point-contact transistor
The point-contact transistor was the first type of transistor to be successfully demonstrated. It was developed by research scientists John Bardeen and Walter Brattain at Bell Laboratories in December 1947. They worked in a group led by physicis ...
s, less reliable than the valves they replaced but which consumed far less power. Their first
transistorized computer
A transistor computer, now often called a second-generation computer, is a computer which uses discrete transistors instead of vacuum tubes. The first generation of electronic computers used vacuum tubes, which generated large amounts of heat, ...
, and the first in the world, was
operational by 1953,
and a second version was completed there in April 1955. The 1955 version used 200 transistors, 1,300
solid-state
Solid state, or solid matter, is one of the four fundamental states of matter.
Solid state may also refer to:
Electronics
* Solid-state electronics, circuits built of solid materials
* Solid state ionics, study of ionic conductors and their ...
diode
A diode is a two-terminal electronic component that conducts current primarily in one direction (asymmetric conductance); it has low (ideally zero) resistance in one direction, and high (ideally infinite) resistance in the other.
A diode ...
s, and had a power consumption of 150 watts. However, the machine did make use of valves to generate its 125 kHz clock waveforms and in the circuitry to read and write on its magnetic drum memory, so it was not the first completely transistorized computer.
That distinction goes to the
Harwell CADET of 1955,
built by the electronics division of the
Atomic Energy Research Establishment
The Atomic Energy Research Establishment (AERE) was the main Headquarters, centre for nuclear power, atomic energy research and development in the United Kingdom from 1946 to the 1990s. It was created, owned and funded by the British Governm ...
at
Harwell Harwell may refer to:
People
* Harwell (surname)
* Harwell Hamilton Harris (1903–1990), American architect
Places
* Harwell, Nottinghamshire, England, a hamlet
*Harwell, Oxfordshire, England, a village
**RAF Harwell, a World War II RAF airfield, ...
. The design featured a 64-kilobyte magnetic drum memory store with multiple moving heads that had been designed at the
National Physical Laboratory, UK. By 1953 this team had transistor circuits operating to read and write on a smaller magnetic drum from the
Royal Radar Establishment. The machine used a low clock speed of only 58 kHz to avoid having to use any valves to generate the clock waveforms.
CADET used 324-point-contact transistors provided by the UK company
Standard Telephones and Cables; 76
junction transistors were used for the first stage amplifiers for data read from the drum, since point-contact transistors were too noisy. From August 1956 CADET was offering a regular computing service, during which it often executed continuous computing runs of 80 hours or more. Problems with the reliability of early batches of point contact and alloyed junction transistors meant that the machine's
mean time between failures was about 90 minutes, but this improved once the more reliable
bipolar junction transistors became available.
The Manchester University Transistor Computer's design was adopted by the local engineering firm of
Metropolitan-Vickers in their
Metrovick 950, the first commercial transistor computer anywhere. Six Metrovick 950s were built, the first completed in 1956. They were successfully deployed within various departments of the company and were in use for about five years. A second generation computer, the
IBM 1401, captured about one third of the world market. IBM installed more than ten thousand 1401s between 1960 and 1964.
Transistor peripherals
Transistorized electronics improved not only the CPU (Central Processing Unit), but also the
peripheral devices. The second generation
disk data storage units were able to store tens of millions of letters and digits. Next to the
fixed disk
A hard disk drive (HDD), hard disk, hard drive, or fixed disk is an electro-mechanical data storage device that stores and retrieves digital data using magnetic storage with one or more rigid rapidly rotating platters coated with magne ...
storage units, connected to the CPU via high-speed data transmission, were removable disk data storage units. A removable
disk pack
Disk packs and disk cartridges were early forms of removable media for computer data storage, introduced in the 1960s.
Disk pack
A disk pack is a layered grouping of hard disk platters (circular, rigid discs coated with a magnetic data storage ...
can be easily exchanged with another pack in a few seconds. Even if the removable disks' capacity is smaller than fixed disks, their interchangeability guarantees a nearly unlimited quantity of data close at hand.
Magnetic tape
Magnetic tape is a medium for magnetic storage made of a thin, magnetizable coating on a long, narrow strip of plastic film. It was developed in Germany in 1928, based on the earlier magnetic wire recording from Denmark. Devices that use magne ...
provided archival capability for this data, at a lower cost than disk.
Many second-generation CPUs delegated peripheral device communications to a secondary processor. For example, while the communication processor controlled
card reading and punching, the main CPU executed calculations and binary
branch instructions. One
databus would bear data between the main CPU and core memory at the CPU's
fetch-execute cycle rate, and other databusses would typically serve the peripheral devices. On the
PDP-1, the core memory's cycle time was 5 microseconds; consequently most arithmetic instructions took 10 microseconds (100,000 operations per second) because most operations took at least two memory cycles; one for the instruction, one for the
operand data fetch.
During the second generation
remote terminal units (often in the form of
Teleprinters like a
Friden Flexowriter) saw greatly increased use. Telephone connections provided sufficient speed for early remote terminals and allowed hundreds of kilometers separation between remote-terminals and the computing center. Eventually these stand-alone computer networks would be generalized into an interconnected ''
network of networks''—the Internet.
Transistor supercomputers

The early 1960s saw the advent of
supercomputing
A supercomputer is a computer with a high level of performance as compared to a general-purpose computer. The performance of a supercomputer is commonly measured in floating-point operations per second (FLOPS) instead of million instructions ...
. The
Atlas was a joint development between the
University of Manchester,
Ferranti, and
Plessey, and was first installed at Manchester University and officially commissioned in 1962 as one of the world's first
supercomputers – considered to be the most powerful computer in the world at that time.
It was said that whenever Atlas went offline half of the United Kingdom's computer capacity was lost.
It was a second-generation machine, using
discrete germanium
Germanium is a chemical element with the symbol Ge and atomic number 32. It is lustrous, hard-brittle, grayish-white and similar in appearance to silicon. It is a metalloid in the carbon group that is chemically similar to its group neighbors s ...
transistors. Atlas also pioneered the
Atlas Supervisor, "considered by many to be the first recognisable modern
operating system".
In the US, a series of computers at
Control Data Corporation
Control Data Corporation (CDC) was a mainframe and supercomputer firm. CDC was one of the nine major United States computer companies through most of the 1960s; the others were IBM, Burroughs Corporation, DEC, NCR, General Electric, Honeywel ...
(CDC) were designed by
Seymour Cray to use innovative designs and parallelism to achieve superior computational peak performance.
[''Hardware software co-design of a multimedia SOC platform'' by Sao-Jie Chen, Guang-Huei Lin, Pao-Ann Hsiung, Yu-Hen Hu 2009 ISBN pages 70–72] The
CDC 6600, released in 1964, is generally considered the first supercomputer. The CDC 6600 outperformed its predecessor, the
IBM 7030 Stretch, by about a factor of 3. With performance of about 1
megaFLOPS
In computing, floating point operations per second (FLOPS, flops or flop/s) is a measure of computer performance, useful in fields of scientific computations that require floating-point calculations. For such cases, it is a more accurate meas ...
, the CDC 6600 was the world's fastest computer from 1964 to 1969, when it relinquished that status to its successor, the
CDC 7600.
Integrated circuit computers
The "third-generation" of digital electronic computers used
integrated circuit
An integrated circuit or monolithic integrated circuit (also referred to as an IC, a chip, or a microchip) is a set of electronic circuits on one small flat piece (or "chip") of semiconductor material, usually silicon. Large numbers of tiny ...
(IC) chips as the basis of their logic.
The idea of an integrated circuit was conceived by a radar scientist working for the
Royal Radar Establishment of the
Ministry of Defence
{{unsourced, date=February 2021
A ministry of defence or defense (see spelling differences), also known as a department of defence or defense, is an often-used name for the part of a government responsible for matters of defence, found in states ...
,
Geoffrey W.A. Dummer
Geoffrey William Arnold Dummer, MBE (1945), C. Eng., IEE Premium Award, FIEEE, MIEE, USA Medal of Freedom with Bronze Palm (25 February 1909 – 9 September 2002) was an English electronics engineer and consultant, who is credited as bei ...
.
The first working integrated circuits were invented by
Jack Kilby at
Texas Instruments and
Robert Noyce
Robert Norton Noyce (December 12, 1927 – June 3, 1990), nicknamed "the Mayor of Silicon Valley", was an American physicist and entrepreneur who co-founded Fairchild Semiconductor in 1957 and Intel Corporation in 1968. He is also credited wit ...
at
Fairchild Semiconductor
Fairchild Semiconductor International, Inc. was an American semiconductor company based in San Jose, California. Founded in 1957 as a division of Fairchild Camera and Instrument, it became a pioneer in the manufacturing of transistors and of int ...
. Kilby recorded his initial ideas concerning the integrated circuit in July 1958, successfully demonstrating the first working integrated example on 12 September 1958.
[''The Chip that Jack Built''](_blank)
(c. 2008), (HTML), Texas Instruments, Retrieved 29 May 2008. Kilby's invention was a
hybrid integrated circuit (hybrid IC).
It had external wire connections, which made it difficult to mass-produce.
Noyce came up with his own idea of an integrated circuit half a year after Kilby. Noyce's invention was a
monolithic integrated circuit (IC) chip.
His chip solved many practical problems that Kilby's had not. Produced at Fairchild Semiconductor, it was made of
silicon, whereas Kilby's chip was made of
germanium
Germanium is a chemical element with the symbol Ge and atomic number 32. It is lustrous, hard-brittle, grayish-white and similar in appearance to silicon. It is a metalloid in the carbon group that is chemically similar to its group neighbors s ...
. The basis for Noyce's monolithic IC was Fairchild's
planar process
The planar process is a manufacturing process used in the semiconductor industry to build individual components of a transistor, and in turn, connect those transistors together. It is the primary process by which silicon integrated circuit chips a ...
, which allowed integrated circuits to be laid out using the same principles as those of
printed circuits. The planar process was developed by Noyce's colleague
Jean Hoerni in early 1959, based on
Mohamed M. Atalla's work on semiconductor surface passivation by silicon dioxide at
Bell Labs in the late 1950s.
Third generation (integrated circuit) computers first appeared in the early 1960s in computers developed for government purposes, and then in commercial computers beginning in the mid-1960s. The first silicon IC computer was the
Apollo Guidance Computer
The Apollo Guidance Computer (AGC) was a digital computer produced for the Apollo program that was installed on board each Apollo command module (CM) and Apollo Lunar Module (LM). The AGC provided computation and electronic interfaces for guidan ...
or AGC.
Although not the most powerful computer of its time, the extreme constraints on size, mass, and power of the Apollo spacecraft required the AGC to be much smaller and denser than any prior computer, weighing in at only . Each lunar landing mission carried two AGCs, one each in the command and lunar ascent modules.
Semiconductor memory
The
MOSFET
The metal–oxide–semiconductor field-effect transistor (MOSFET, MOS-FET, or MOS FET) is a type of field-effect transistor (FET), most commonly fabricated by the controlled oxidation of silicon. It has an insulated gate, the voltage of which d ...
(metal-oxide-semiconductor field-effect transistor, or MOS transistor) was invented by
Mohamed M. Atalla and
Dawon Kahng at
Bell Labs in 1959.
In addition to data processing, the MOSFET enabled the practical use of MOS transistors as
memory cell storage elements, a function previously served by
magnetic cores.
Semiconductor memory
Semiconductor memory is a digital electronic semiconductor device used for digital data storage, such as computer memory. It typically refers to devices in which data is stored within metal–oxide–semiconductor (MOS) memory cells on a sili ...
, also known as
MOS memory, was cheaper and consumed less power than
magnetic-core memory.
MOS
random-access memory (RAM), in the form of
static RAM
Static random-access memory (static RAM or SRAM) is a type of random-access memory (RAM) that uses latching circuitry (flip-flop) to store each bit. SRAM is volatile memory; data is lost when power is removed.
The term ''static'' differen ...
(SRAM), was developed by John Schmidt at
Fairchild Semiconductor
Fairchild Semiconductor International, Inc. was an American semiconductor company based in San Jose, California. Founded in 1957 as a division of Fairchild Camera and Instrument, it became a pioneer in the manufacturing of transistors and of int ...
in 1964.
In 1966,
Robert Dennard at the
IBM Thomas J. Watson Research Center developed MOS
dynamic RAM (DRAM).
In 1967, Dawon Kahng and
Simon Sze at Bell Labs developed the
floating-gate MOSFET, the basis for MOS
non-volatile memory such as
EPROM,
EEPROM
EEPROM (also called E2PROM) stands for electrically erasable programmable read-only memory and is a type of non-volatile memory used in computers, usually integrated in microcontrollers such as smart cards and remote keyless systems, or as a ...
and
flash memory
Flash memory is an electronic non-volatile computer memory storage medium that can be electrically erased and reprogrammed. The two main types of flash memory, NOR flash and NAND flash, are named for the NOR and NAND logic gates. Both us ...
.
Microprocessor computers
The "fourth-generation" of digital electronic computers used
microprocessors as the basis of their logic. The microprocessor has origins in the
MOS integrated circuit (MOS IC) chip.
Due to rapid
MOSFET scaling
The metal–oxide–semiconductor field-effect transistor (MOSFET, MOS-FET, or MOS FET) is a type of field-effect transistor (FET), most commonly fabricated by the controlled oxidation of silicon. It has an insulated gate, the voltage of which d ...
, MOS IC chips rapidly increased in complexity at a rate predicted by
Moore's law
Moore's law is the observation that the number of transistors in a dense integrated circuit (IC) doubles about every two years. Moore's law is an observation and projection of a historical trend. Rather than a law of physics, it is an empir ...
, leading to
large-scale integration (LSI) with hundreds of transistors on a single MOS chip by the late 1960s. The application of MOS LSI chips to
computing was the basis for the first microprocessors, as engineers began recognizing that a complete
computer processor could be contained on a single MOS LSI chip.
The subject of exactly which device was the first microprocessor is contentious, partly due to lack of agreement on the exact definition of the term "microprocessor". The earliest multi-chip microprocessors were the
Four-Phase Systems AL-1 in 1969 and
Garrett AiResearch MP944 in 1970, developed with multiple MOS LSI chips.
The first single-chip microprocessor was the
Intel 4004, developed on a single
PMOS LSI chip.
It was designed and realized by
Ted Hoff,
Federico Faggin,
Masatoshi Shima and
Stanley Mazor
Stanley Mazor is an American microelectronics engineer who was born on 22 October 1941 in Chicago, Illinois. He is one of the co-inventors of the world's first microprocessor architecture, the Intel 4004, together with Ted Hoff, Masatoshi Shima ...
at
Intel, and released in 1971.
Tadashi Sasaki and
Masatoshi Shima at
Busicom
was a Japanese company that manufactured and sold computer-related products headquartered in Taito, Tokyo. It owned the rights to Intel's first microprocessor, the Intel 4004, which they created in partnership with Intel in 1970.
Busicom ask ...
, a calculator manufacturer, had the initial insight that the CPU could be a single MOS LSI chip, supplied by Intel.
[William Aspray (May 25, 1994) Oral-History: Tadashi Sasaki]
Sasaki credits the idea for a 4 bit-slice PMOS chip to a woman researcher's idea at Sharp Corporation, which was not accepted by the other members of the Sharp brainstorming group. A 40-million yen infusion from Busicom to Intel was made at Sasaki's behest, to exploit the 4 bit-slice PMOS chip.

While the earliest microprocessor ICs literally contained only the processor, i.e. the central processing unit, of a computer, their progressive development naturally led to chips containing most or all of the internal electronic parts of a computer. The integrated circuit in the image on the right, for example, an
Intel 8742, is an
8-bit
In computer architecture, 8-bit Integer (computer science), integers or other Data (computing), data units are those that are 8 bits wide (1 octet (computing), octet). Also, 8-bit central processing unit (CPU) and arithmetic logic unit (ALU) arc ...
microcontroller
A microcontroller (MCU for ''microcontroller unit'', often also MC, UC, or μC) is a small computer on a single VLSI integrated circuit (IC) chip. A microcontroller contains one or more CPUs (processor cores) along with memory and programmable i ...
that includes a CPU running at 12 MHz, 128 bytes of
RAM, 2048 bytes of
EPROM, and
I/O in the same chip.
During the 1960s there was considerable overlap between second and third generation technologies. IBM implemented its
IBM Solid Logic Technology modules in
hybrid circuits for the IBM System/360 in 1964. As late as 1975, Sperry Univac continued the manufacture of second-generation machines such as the UNIVAC 494. The
Burroughs large systems such as the B5000 were
stack machine
In computer science, computer engineering and programming language implementations, a stack machine is a computer processor or a virtual machine in which the primary interaction is moving short-lived temporary values to and from a push down st ...
s, which allowed for simpler programming. These
pushdown automatons were also implemented in minicomputers and microprocessors later, which influenced programming language design. Minicomputers served as low-cost computer centers for industry, business and universities. It became possible to simulate analog circuits with the ''simulation program with integrated circuit emphasis'', or
SPICE (1971) on minicomputers, one of the programs for electronic design automation (
EDA). The microprocessor led to the development of
microcomputer
A microcomputer is a small, relatively inexpensive computer having a central processing unit (CPU) made out of a microprocessor. The computer also includes memory and input/output (I/O) circuitry together mounted on a printed circuit board (PC ...
s, small, low-cost computers that could be owned by individuals and small businesses. Microcomputers, the first of which appeared in the 1970s, became ubiquitous in the 1980s and beyond.

While which specific product is considered the first microcomputer system is a matter of debate, one of the earliest is R2E's
Micral N (
François Gernelle,
André Truong) launched "early 1973" using the Intel 8008. The first commercially available microcomputer kit was the
Intel 8080-based
Altair 8800
The Altair 8800 is a microcomputer designed in 1974 by MITS and based on the Intel 8080 CPU. Interest grew quickly after it was featured on the cover of the January 1975 issue of Popular Electronics and was sold by mail order through advertiseme ...
, which was announced in the January 1975 cover article of ''
Popular Electronics''. However, the Altair 8800 was an extremely limited system in its initial stages, having only 256 bytes of
DRAM
Dynamic random-access memory (dynamic RAM or DRAM) is a type of random-access semiconductor memory that stores each bit of data in a memory cell, usually consisting of a tiny capacitor and a transistor, both typically based on metal-oxid ...
in its initial package and no input-output except its toggle switches and LED register display. Despite this, it was initially surprisingly popular, with several hundred sales in the first year, and demand rapidly outstripped supply. Several early third-party vendors such as
Cromemco and
Processor Technology soon began supplying additional
S-100 bus hardware for the Altair 8800.
In April 1975 at the
Hannover Fair
The Hannover Messe (HM; "Hanover Fair") is one of the world's largest trade fairs, dedicated to the topic of industry development. It is organized by Deutsche Messe AG and held on the Hanover Fairground in Hanover, Germany. Typically, there are ...
,
Olivetti presented the
P6060, the world's first complete, pre-assembled personal computer system. The central processing unit consisted of two cards, code named PUCE1 and PUCE2, and unlike most other personal computers was built with
TTL components rather than a microprocessor. It had one or two 8"
floppy disk
A floppy disk or floppy diskette (casually referred to as a floppy, or a diskette) is an obsolescent type of disk storage composed of a thin and flexible disk of a magnetic storage medium in a square or nearly square plastic enclosure lined w ...
drives, a 32-character
plasma display, 80-column graphical
thermal printer, 48 Kbytes of
RAM, and
BASIC
BASIC (Beginners' All-purpose Symbolic Instruction Code) is a family of general-purpose, high-level programming languages designed for ease of use. The original version was created by John G. Kemeny and Thomas E. Kurtz at Dartmouth College ...
language. It weighed . As a complete system, this was a significant step from the Altair, though it never achieved the same success. It was in competition with a similar product by IBM that had an external floppy disk drive.
From 1975 to 1977, most microcomputers, such as the
MOS Technology KIM-1, the
Altair 8800
The Altair 8800 is a microcomputer designed in 1974 by MITS and based on the Intel 8080 CPU. Interest grew quickly after it was featured on the cover of the January 1975 issue of Popular Electronics and was sold by mail order through advertiseme ...
, and some versions of the
Apple I, were sold as kits for do-it-yourselfers. Pre-assembled systems did not gain much ground until 1977, with the introduction of the
Apple II
The Apple II (stylized as ) is an 8-bit home computer and one of the world's first highly successful mass-produced microcomputer products. It was designed primarily by Steve Wozniak; Jerry Manock developed the design of Apple II's foam-m ...
, the
Tandy TRS-80, the first
SWTPC computers, and the
Commodore PET. Computing has evolved with microcomputer architectures, with features added from their larger brethren, now dominant in most market segments.
A NeXT Computer and its
object-oriented development tools and libraries were used by
Tim Berners-Lee
Sir Timothy John Berners-Lee (born 8 June 1955), also known as TimBL, is an English computer scientist best known as the inventor of the World Wide Web. He is a Professorial Fellow of Computer Science at the University of Oxford and a profess ...
and
Robert Cailliau at
CERN
The European Organization for Nuclear Research, known as CERN (; ; ), is an intergovernmental organization that operates the largest particle physics laboratory in the world. Established in 1954, it is based in a northwestern suburb of Gene ...
to develop the world's first
web server
A web server is computer software and underlying hardware that accepts requests via HTTP (the network protocol created to distribute web content) or its secure variant HTTPS. A user agent, commonly a web browser or web crawler, initiate ...
software,
CERN httpd, and also used to write the first
web browser,
WorldWideWeb.
Systems as complicated as computers require very high
reliability. ENIAC remained on, in continuous operation from 1947 to 1955, for eight years before being shut down. Although a vacuum tube might fail, it would be replaced without bringing down the system. By the simple strategy of never shutting down ENIAC, the failures were dramatically reduced. The vacuum-tube
SAGE air-defense computers became remarkably reliable – installed in pairs, one off-line, tubes likely to fail did so when the computer was intentionally run at reduced power to find them.
Hot-pluggable
Hot swapping is the replacement or addition of components to a computer system without stopping, shutting down, or rebooting the system; hot plugging describes the addition of components only. Components which have such functionality are said ...
hard disks, like the hot-pluggable vacuum tubes of yesteryear, continue the tradition of repair during continuous operation. Semiconductor memories routinely have no errors when they operate, although operating systems like Unix have employed memory tests on start-up to detect failing hardware. Today, the requirement of reliable performance is made even more stringent when
server farms are the delivery platform. Google has managed this by using fault-tolerant software to recover from hardware failures, and is even working on the concept of replacing entire server farms on-the-fly, during a service event.
In the 21st century,
multi-core
A multi-core processor is a microprocessor on a single integrated circuit with two or more separate processing units, called cores, each of which reads and executes program instructions. The instructions are ordinary CPU instructions (such a ...
CPUs became commercially available.
Content-addressable memory (CAM) has become inexpensive enough to be used in networking, and is frequently used for on-chip
cache memory in modern microprocessors, although no computer system has yet implemented hardware CAMs for use in programming languages. Currently, CAMs (or associative arrays) in software are programming-language-specific. Semiconductor memory cell arrays are very regular structures, and manufacturers prove their processes on them; this allows price reductions on memory products. During the 1980s,
CMOS
Complementary metal–oxide–semiconductor (CMOS, pronounced "sea-moss", ) is a type of metal–oxide–semiconductor field-effect transistor (MOSFET) fabrication process that uses complementary and symmetrical pairs of p-type and n-type MOSFE ...
logic gates developed into devices that could be made as fast as other circuit types; computer power consumption could therefore be decreased dramatically. Unlike the continuous current draw of a gate based on other logic types, a CMOS gate only draws significant current during the 'transition' between logic states, except for leakage.
CMOS circuits have allowed computing to become a
commodity
In economics, a commodity is an economic good, usually a resource, that has full or substantial fungibility: that is, the market treats instances of the good as equivalent or nearly so with no regard to who produced them.
The price of a comm ...
which is now ubiquitous, embedded in
many forms, from greeting cards and
telephones to
satellites
A satellite or artificial satellite is an object intentionally placed into orbit in outer space. Except for passive satellites, most satellites have an electricity generation system for equipment on board, such as solar panels or radioisotop ...
. The
thermal design power which is dissipated during operation has become as essential as computing speed of operation. In 2006 servers consumed 1.5% of the total energy budget of the U.S. The energy consumption of computer data centers was expected to double to 3% of world consumption by 2011. The
SoC (system on a chip) has compressed even more of the
integrated circuit
An integrated circuit or monolithic integrated circuit (also referred to as an IC, a chip, or a microchip) is a set of electronic circuits on one small flat piece (or "chip") of semiconductor material, usually silicon. Large numbers of tiny ...
ry into a single chip; SoCs are enabling phones and PCs to converge into single hand-held wireless
mobile devices.
Quantum computing
Quantum computing is a type of computation whose operations can harness the phenomena of quantum mechanics, such as superposition, interference, and entanglement. Devices that perform quantum computations are known as quantum computers. Though ...
is an emerging technology in the field of computing. ''MIT Technology Review'' reported 10 November 2017 that IBM has created a 50-
qubit computer; currently its quantum state lasts 50 microseconds. Google researchers have been able to extend the 50 microsecond time limit, as reported 14 July 2021 in ''Nature'';
stability has been extended 100-fold by spreading a single logical qubit over chains of data qubits for
quantum error correction
Quantum error correction (QEC) is used in quantum computing to protect quantum information from errors due to decoherence and other quantum noise. Quantum error correction is theorised as essential to achieve fault tolerant quantum computing that ...
.
[Julian Kelly, et.al. (16 July 2021) Exponential suppression of bit or phase errors with cyclic error correction]
as cited in ''Science magazine'
Physicists Move Closer To Defeating Errors In Quantum Computation
/ref> ''Physical Review X'' reported a technique for 'single-gate sensing as a viable readout method for spin qubits' (a singlet-triplet spin state in silicon) on 26 November 2018. A Google team has succeeded in operating their RF pulse modulator chip at 3 Kelvin, simplifying the cryogenics of their 72-qubit computer, which is set up to operate at 0.3 Kelvin; but the readout circuitry and another driver remain to be brought into the cryogenics. ''See: Quantum supremacy
In quantum computing, quantum supremacy or quantum advantage is the goal of demonstrating that a programmable quantum device can solve a problem that no classical computer can solve in any feasible amount of time (irrespective of the usefulness of ...
'' Silicon qubit systems have demonstrated entanglement at non-local distances.
Computing hardware and its software have even become a metaphor for the operation of the universe.
Epilogue
An indication of the rapidity of development of this field can be inferred from the history of the seminal 1947 article by Burks, Goldstine and von Neumann. By the time that anyone had time to write anything down, it was obsolete. After 1945, others read John von Neumann's ''First Draft of a Report on the EDVAC'', and immediately started implementing their own systems. To this day, the rapid pace of development has continued, worldwide.['' DBLP'' summarizes th]
''Annals of the History of Computing''
year by year, back to 1995, so far.
See also
* Antikythera mechanism
* History of computing
* History of computing hardware (1960s–present)
The history of computing hardware starting at 1960 is marked by the conversion from vacuum tube to solid-state devices such as transistors and then integrated circuit (IC) chips. Around 1953 to 1959, discrete transistors started being considered ...
* History of laptops
* History of personal computers
* History of software
* Information Age
* IT History Society
* Retrocomputing
* Timeline of computing
Timeline of computing presents events in the history of computing organized by year and grouped into six topic areas: predictions and concepts, first use and inventions, hardware systems and processors, operating systems, programming languages, an ...
* List of pioneers in computer science
* Vacuum-tube computer
Notes
References
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
*
* With notes upon the Memoir by the Translator.
* German to English translation, M.I.T., 1969.
*
*
* Noyce, Robert
*
*
*
*
*
*
*
*
*
*
*
*
*
* Pages 220–226 are annotated references and guide for further reading.
*
*
* Stibitz, George
*
* (and ) Other online versions
Proceedings of the London Mathematical SocietyAnother link online.
*
*
*
* Wang, An
*
*
*
*
*
*
Further reading
*
*
Computers and Automation
Magazine – Pictorial Report on the Computer Field:
** ''A PICTORIAL INTRODUCTION TO COMPUTERS'' �
06/1957
** ''A PICTORIAL MANUAL ON COMPUTERS'' �
12/1957
** ''A PICTORIAL MANUAL ON COMPUTERS, Part 2'' �
01/1958
** 1958–1967 Pictorial Report on the Computer Field – December issues
195812.pdf, ..., 196712.pdf
* ''Bit by Bit: An Illustrated History of Computers'', Stan Augarten, 1984
OCR with permission of the author
External links
Obsolete Technology – Old Computers
History of calculating technology
Computer History
— a collection of articles by Bob Bemer
25 Microchips that shook the world
(archived) – a collection of articles by the Institute of Electrical and Electronics Engineers
The Institute of Electrical and Electronics Engineers (IEEE) is a 501(c)(3) professional association for electronic engineering and electrical engineering (and associated disciplines) with its corporate office in New York City and its operation ...
Columbia University Computing History
Computer Histories
– An introductory course on the history of computing
Revolution – The First 2000 Years Of Computing
Computer History Museum
{{Basic computer components
*01
History of computing