Warren McCulloch
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Warren Sturgis McCulloch (November 16, 1898 – September 24, 1969) was an American neurophysiologist and cybernetician, known for his work on the foundation for certain brain theories and his contribution to the cybernetics movement.Ken Aizawa (2004),
McCulloch, Warren Sturgis
. In: Dictionary of the Philosophy of Mind. Retrieved May 17, 2008.
Along with
Walter Pitts Walter Harry Pitts, Jr. (23 April 1923 – 14 May 1969) was a logician who worked in the field of computational neuroscience.Smalheiser, Neil R"Walter Pitts", ''Perspectives in Biology and Medicine'', Volume 43, Number 2, Winter 2000, pp. 21 ...
, McCulloch created computational models based on
mathematical Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
algorithms called
threshold logic Threshold may refer to: Architecture * Threshold (door), the sill of a door Media * ''Threshold'' (1981 film) * ''Threshold'' (TV series), an American science fiction drama series produced during 2005-2006 * "Threshold" (''Stargate SG-1'') ...
which split the inquiry into two distinct approaches, one approach focused on biological processes in the brain and the other focused on the application of
neural networks A neural network is a network or circuit of biological neurons, or, in a modern sense, an artificial neural network, composed of artificial neurons or nodes. Thus, a neural network is either a biological neural network, made up of biological ...
to
artificial intelligence Artificial intelligence (AI) is intelligence—perceiving, synthesizing, and inferring information—demonstrated by machine A machine is a physical system using Power (physics), power to apply Force, forces and control Motion, moveme ...
.


Biography

Warren Sturgis McCulloch was born in
Orange, New Jersey The City of Orange is a Township (New Jersey), township in Essex County, New Jersey, Essex County, in the U.S. state of New Jersey. As of the 2010 United States census, 2010 U.S. census, the township's population was 30,134, reflecting a decline ...
, in 1898. His brother was a chemical engineer and Warren was originally planning to join the Christian ministry. As a teenager he was associated with the theologians Henry Sloane Coffin, Harry Emerson Fosdick, Herman Karl Wilhelm Kumm and Julian F. Hecker. He was also mentored by the
Quaker Quakers are people who belong to a historically Protestant Christian set of Christian denomination, denominations known formally as the Religious Society of Friends. Members of these movements ("theFriends") are generally united by a belie ...
, Rufus Jones. He attended Haverford College and studied philosophy and psychology at
Yale University Yale University is a Private university, private research university in New Haven, Connecticut. Established in 1701 as the Collegiate School, it is the List of Colonial Colleges, third-oldest institution of higher education in the United Sta ...
, where he received an A.B. degree in 1921. He continued to study psychology at
Columbia Columbia may refer to: * Columbia (personification), the historical female national personification of the United States, and a poetic name for America Places North America Natural features * Columbia Plateau, a geologic and geographic region in ...
and received a M.A. degree in 1923. Receiving his MD in 1927 from the Columbia University College of Physicians and Surgeons in New York, he undertook an internship at Bellevue Hospital, New York. Then he worked under
Eilhard von Domarus Eilhard von Domarus (1893 – 1958) was a German-born American psychiatrist. He played an important role in the development of the interdisciplinary study of philosophy and neurology. Warren McCulloch Warren Sturgis McCulloch (November 16, 1898 ...
at the Rockland State Hospital for the Insane. He returned to academia in 1934. He worked at the Laboratory for Neurophysiology at Yale University from 1934 to 1941. In 1941 he moved to Chicago and joined the Department of Psychiatry at the University of Illinois at Chicago, where he was a professor of psychiatry, as well as the director of the Illinois Neuropsychiatric Institute until 1951. From 1952 he worked at the
Massachusetts Institute of Technology The Massachusetts Institute of Technology (MIT) is a Private university, private Land-grant university, land-grant research university in Cambridge, Massachusetts. Established in 1861, MIT has played a key role in the development of modern t ...
in
Cambridge, Massachusetts Cambridge ( ) is a city in Middlesex County, Massachusetts, United States. As part of the Greater Boston, Boston metropolitan area, the cities population of the 2020 United States Census, 2020 U.S. census was 118,403, making it the fourth most ...
with Norbert Wiener. He was a founding member of the American Society for Cybernetics and its second president during 1967–1968. He was a mentor to the British
operations research Operations research ( en-GB, operational research) (U.S. Air Force Specialty Code: Operations Analysis), often shortened to the initialism OR, is a discipline that deals with the development and application of analytical methods to improve dec ...
pioneer Stafford Beer. McCulloch had a range of interests and talents. In addition to his scientific contributions he wrote poetry ( sonnets), and he designed and engineered buildings and a dam at his farm in Old Lyme, Connecticut. McCulloch married Ruth Metzger, known as 'Rook', in 1924 and they had three children. He died in
Cambridge Cambridge ( ) is a university city and the county town in Cambridgeshire, England. It is located on the River Cam approximately north of London. As of the 2021 United Kingdom census, the population of Cambridge was 145,700. Cambridge beca ...
in 1969.


Work

He is remembered for his work with Joannes Gregorius Dusser de Barenne from Yale and later with
Walter Pitts Walter Harry Pitts, Jr. (23 April 1923 – 14 May 1969) was a logician who worked in the field of computational neuroscience.Smalheiser, Neil R"Walter Pitts", ''Perspectives in Biology and Medicine'', Volume 43, Number 2, Winter 2000, pp. 21 ...
from the
University of Chicago The University of Chicago (UChicago, Chicago, U of C, or UChi) is a private university, private research university in Chicago, Illinois. Its main campus is located in Chicago's Hyde Park, Chicago, Hyde Park neighborhood. The University of Chic ...
. He provided the foundation for certain brain theories in a number of classic papers, including "A Logical Calculus of the Ideas Immanent in Nervous Activity" (1943) and "How We Know Universals: The Perception of Auditory and Visual Forms" (1947), both published in the ''Bulletin of Mathematical Biophysics''. The former is "widely credited with being a seminal contribution to neural network theory, the theory of automata, the theory of computation, and cybernetics". McCulloch was the chair of the set of Macy conferences dedicated to Cybernetics. These, greatly due to the diversity of the background of the participants McCulloch brought in, became the foundation for the field.


Neural network modelling

In the 1943 paper McCulloch and Pitts attempted to demonstrate that a
Turing machine A Turing machine is a mathematical model of computation describing an abstract machine that manipulates symbols on a strip of tape according to a table of rules. Despite the model's simplicity, it is capable of implementing any computer algor ...
program could be implemented in a finite network of ''formal''
neuron A neuron, neurone, or nerve cell is an membrane potential#Cell excitability, electrically excitable cell (biology), cell that communicates with other cells via specialized connections called synapses. The neuron is the main component of nervous ...
s (in the event, the Turing Machine contains their model of the brain, but the converse is not true), that the neuron was the base logic unit of the brain. In the 1947 paper they offered approaches to designing "nervous nets" to recognize visual inputs despite changes in orientation or size. From 1952 McCulloch worked at the Research Laboratory of Electronics at MIT, working primarily on neural network modelling. His team examined the visual system of the
frog A frog is any member of a diverse and largely carnivorous group of short-bodied, tailless amphibians composing the order Anura (ανοὐρά, literally ''without tail'' in Ancient Greek). The oldest fossil "proto-frog" '' Triadobatrachus'' is ...
in consideration of McCulloch's 1947 paper, discovering that the eye provides the brain with information that is already, to a degree, organized and interpreted, instead of simply transmitting an image.


Reticular formation

McCulloch also posited the concept of "poker chip" reticular formations as to how the brain deals with contradictory information in a democratic, somatotopical neural network. His principle of "Redundancy of Potential Command" was developed by von Foerster and
Pask PAS domain-containing serine/threonine-protein kinase is an enzyme that in humans is encoded by the ''PASK'' gene. PAS domains regulate the function of many intracellular signaling pathways in response to both extrinsic and intrinsic stimuli. P ...
in their study of self-organization and by Pask in his Conversation Theory and Interactions of Actors Theory.Gordon Pask (1996). ''Heinz von Foerster's Self-Organisation, the Progenitor of Conversation and Interaction Theories''


Publications

McCulloch wrote a book and several articles:His papers now reside in the manuscripts collection of the
American Philosophical Society The American Philosophical Society (APS), founded in 1743 in Philadelphia, is a scholarly organization that promotes knowledge in the sciences and humanities through research, professional meetings, publications, library resources, and communi ...
.
* 1965, ''Embodiments of Mind''. MIT Press, Cambridge, MA. * 1993, ''The Complete Works of Warren S. McCulloch''. Intersystems Publications: Salinas, CA. Articles, a selection: * 1943
"A Logical Calculus of the Ideas Immanent in Nervous Activity"
With
Walter Pitts Walter Harry Pitts, Jr. (23 April 1923 – 14 May 1969) was a logician who worked in the field of computational neuroscience.Smalheiser, Neil R"Walter Pitts", ''Perspectives in Biology and Medicine'', Volume 43, Number 2, Winter 2000, pp. 21 ...
. In: ''Bulletin of Mathematical Biophysics'' Vol 5, pp 115–133. * 1945, "A Heterarchy of Values Determined by the Topology of Nervous Nets". In: ''Bulletin of Mathematical Biophysics'', 7, 1945, 89–93. * 1959
"What The Frog's Eye Tells The Frog's Brain"
With Jerome Lettvin, H.R. Maturana and W.H. Pitts
t is widely known that the actual authors of this work were only Lettvin and Maturana. T, or t, is the twentieth Letter (alphabet), letter in the Latin alphabet, used in the English alphabet, modern English alphabet, the alphabets of other western European languages and others worldwide. Its name in English is English alphabe ...
In: ''Proc. of the I. R. E.'' Vol 47 (11). * 1969
"Recollections of the Many Sources of Cybernetics"
published in: ASC FORUM Volume VI, Number 2 -Summer 1974. Papers published by the Chicago Literary Club: * 1945
"One Word After Another"
* 1959
"The Past of a Delusion"
* 1959
"The Natural Fit"


See also

*
Randolph diagram A Randolph diagram (R-diagram) is a simple way to visualize logical expressions and combinations of sets. Randolph diagrams were created by mathematician John F. Randolph in 1965, while he was teaching at the University of Arkansas. Overview R ...


References


Further reading

*''Rebel Genius: Warren S. McCulloch's Transdisciplinary Life in Science'' (Cambridge, MA: MIT Press, 2016). *''New York Times'' (1969), Obituaries, September 25. * Crevier, Daniel (1993), ''AI: The Tumultuous Search for Artificial Intelligence'', BasicBooks, New York, NY. {{DEFAULTSORT:McCulloch, Warren Sturgis 1898 births 1969 deaths Cyberneticists History of artificial intelligence American neuroscientists American systems scientists People from Orange, New Jersey Columbia University Vagelos College of Physicians and Surgeons alumni Haverford College alumni Yale University alumni