Mark A. Horowitz is the Yahoo! Founders Professor in the
School of Engineering at
Stanford University and holds a joint appointment in the Electrical Engineering and Computer Science department. He is a co-founder of
Rambus Inc., now a technology licensing company.
Education
Horowitz received bachelor's and master's degrees in electrical engineering from 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 1978. After graduating, he moved to
Silicon Valley
Silicon Valley is a region in Northern California that serves as a global center for high technology and innovation. Located in the southern part of the San Francisco Bay Area, it corresponds roughly to the geographical areas San Mateo Count ...
to work at
Signetics
Signetics Corporation was an American electronics manufacturer specifically established to make integrated circuits. Founded in 1961, they went on to develop a number of early microprocessors and support chips, as well as the widely used 555 tim ...
, one of the early integrated circuits companies. After working for a year, he entered Stanford, and worked on CAD tools for
very-large-scale integration
Very large-scale integration (VLSI) is the process of creating an integrated circuit (IC) by combining millions or billions of MOS transistors onto a single chip. VLSI began in the 1970s when MOS integrated circuit (Metal Oxide Semiconductor) ...
(VLSI) design. His research at Stanford included some of the earliest work on extracting the resistance of integrated circuit wires, and estimating the delay of MOS transistor circuits. He was advised at Stanford by
Robert Dutton and graduated with a Ph.D. in electrical engineering in 1984.
Academic career
In 1984, Horowitz joined the Stanford faculty. At Stanford his research focused on VLSI circuits
and he led a number of early
RISC
In computer engineering, a reduced instruction set computer (RISC) is a computer designed to simplify the individual instructions given to the computer to accomplish tasks. Compared to the instructions given to a complex instruction set compu ...
processor designs, including
MIPS-X. His research has been in the fields of electrical engineering, computer science, and applying engineering tools to biology. He has worked on RISC processors, multiprocessor designs, low-power circuits, high-speed links, computational photography, and applying engineering to biology.
Horowitz and his research group at Stanford pioneered many innovations in high-speed link design, and many of today’s high speed link designs are designed by his former students or colleagues from Rambus.
In the 2000s he teamed up with
Marc Levoy to work on
computational photography
Computational photography refers to digital image capture and processing techniques that use digital computation instead of optical processes. Computational photography can improve the capabilities of a camera, or introduce features that were no ...
, research which explored how to use computation to create better pictures, often by using data from multiple sensors. This research also explored
light-field photography
A light field camera, also known as a plenoptic camera, is a camera that captures information about the ''light field'' emanating from a scene; that is, the intensity of light in a scene, and also the precise direction that the light rays are tr ...
, which captured enough information to allow a computer to reconstruct the view to an arbitrary viewpoint. The need to capture light-fields to process led to the creation of the Stanford Camera Array, a system which could synchronize and collect images from 100 image sensors, as well as work that eventually led to the
Lytro
Lytro, Inc. was an American company founded in 2006 by Ren Ng which developed some of the first commercially available light-field cameras. Lytro began shipping its first generation pocket-sized camera, capable of refocusing images after being ...
camera, whose photographs could be refocused after they were captured.
In 2006, Horowitz received the
IEEE Donald O. Pederson Award in Solid-State Circuits "for pioneering contributions to the design of high-performance digital integrated circuits and systems". In 2007, he was elected to the
National Academy of Engineering
The National Academy of Engineering (NAE) is an American nonprofit, non-governmental organization. The National Academy of Engineering is part of the National Academies of Sciences, Engineering, and Medicine, along with the National Academy of ...
for his "leadership in high-bandwidth memory-interface technology and in scalable cache-coherent multiprocessor architectures."
In 2008, he was elected to the
American Academy of Arts and Sciences
The American Academy of Arts and Sciences (abbreviation: AAA&S) is one of the oldest learned societies in the United States. It was founded in 1780 during the American Revolution by John Adams, John Hancock, James Bowdoin, Andrew Oliver, ...
.
At the 2014
International Solid-State Circuits Conference, he presented his studies on the outlook for the semiconductor industry in ''Computing's Energy Problem (And What We Can Do About It)''.
In 2018 Horowitz founded the AHA Agile Hardware Project at Stanford University and has led it ever since. The program aims to "enable a more agile hardware development flow" by creating "an open source hardware/software tool chain to rapidly create and validate alternative hardware implementations and a new open-source system ARM/CGRA SoC which will enable rapid execution/emulation of the resulting design." The project is funded by Intel's Science and Technology Center,
DARPA
The Defense Advanced Research Projects Agency (DARPA) is a research and development agency of the United States Department of Defense responsible for the development of emerging technologies for use by the military.
Originally known as the Ad ...
, the
National Science Foundation
The National Science Foundation (NSF) is an independent agency of the United States government that supports fundamental research and education in all the non-medical fields of science and engineering. Its medical counterpart is the National ...
,
Amazon Web Services
Amazon Web Services, Inc. (AWS) is a subsidiary of Amazon.com, Amazon that provides Software as a service, on-demand cloud computing computing platform, platforms and Application programming interface, APIs to individuals, companies, and gover ...
,
Meta Platforms
Meta Platforms, Inc., (file no. 3835815) doing business as Meta and formerly named Facebook, Inc., and TheFacebook, Inc., is an American multinational technology conglomerate based in Menlo Park, California. The company owns Facebook, Instag ...
Inc.,
Apple Inc.,
Advanced Micro Devices
Advanced Micro Devices, Inc. (AMD) is an American multinational semiconductor company based in Santa Clara, California, that develops computer processors and related technologies for business and consumer markets. While it initially manufa ...
,
Nvidia
Nvidia CorporationOfficially written as NVIDIA and stylized in its logo as VIDIA with the lowercase "n" the same height as the uppercase "VIDIA"; formerly stylized as VIDIA with a large italicized lowercase "n" on products from the mid 1990s to ...
,
Qualcomm, and
Google
Google LLC () is an American Multinational corporation, multinational technology company focusing on Search Engine, search engine technology, online advertising, cloud computing, software, computer software, quantum computing, e-commerce, ar ...
.
He also helps lead Stanford's Quantum Fundamentals, ARchitectures and Machines initiative (Q-FARM) which aims to harness the expertise and facilities of Stanford University and the
SLAC National Accelerator Laboratory
SLAC National Accelerator Laboratory, originally named the Stanford Linear Accelerator Center,
is a United States Department of Energy National Laboratory operated by Stanford University under the programmatic direction of the U.S. Departme ...
to accelerate the development of quantum information science.
Business
In 1990 Horowitz took a leave of absence from Stanford to work with
Mike Farmwald on a new high-bandwidth
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-oxi ...
design which, in April of that year, led to the formation of
Rambus Inc., a company specializing in high-bandwidth memory technology. After working at Rambus for a year, he returned to Stanford and started a research program in high-speed
input/output
In computing, input/output (I/O, or informally io or IO) is the communication between an information processing system, such as a computer, and the outside world, possibly a human or another information processing system. Inputs are the signals ...
.
Video game machines were early adopters of this technology, with
Nintendo 64
The (N64) is a home video game console developed by Nintendo. The successor to the Super Nintendo Entertainment System, it was released on June 23, 1996, in Japan, on September 29, 1996, in North America, and on March 1, 1997, in Europe and ...
and
PlayStation 2 the first two mass-produced products to use the company's DRAMs.
Intel
Intel Corporation is an American multinational corporation and technology company headquartered in Santa Clara, California, Santa Clara, California. It is the world's largest semiconductor chip manufacturer by revenue, and is one of the devel ...
later adopted the company's
RDRAM processor interface, and Rambus memory chips were used in PCs in the late 1990s.
Horowitz returned briefly to Rambus in 2005 to help start a research organization at the company and left the board of directors in 2011.
Awards and honors
*
IEEE Donald O. Pederson Award in Solid-State Circuits (2006)
* Member,
National Academy of Engineering
The National Academy of Engineering (NAE) is an American nonprofit, non-governmental organization. The National Academy of Engineering is part of the National Academies of Sciences, Engineering, and Medicine, along with the National Academy of ...
(inducted 2007)
* Fellow,
American Academy of Arts and Sciences
The American Academy of Arts and Sciences (abbreviation: AAA&S) is one of the oldest learned societies in the United States. It was founded in 1780 during the American Revolution by John Adams, John Hancock, James Bowdoin, Andrew Oliver, ...
(elected 2008)
*
SIA University Research Award (2011)
* Fellow,
IEEE
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 operati ...
* Fellow,
Association for Computing Machinery
The Association for Computing Machinery (ACM) is a US-based international learned society for computing. It was founded in 1947 and is the world's largest scientific and educational computing society. The ACM is a non-profit professional member ...
* Best Paper Award, ISQED (2005)
* Jack Kilby Outstanding Paper Award, ISSCC (2003)
* Most influential paper, International Symposium of Computer Arch (1994)
* Most Influential Paper, International Symposium on Computer Architecture (1989)
* ChipEx Global Leadership Award (2015).
* ACM -
IEEE
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 operati ...
CS
Eckert–Mauchly Award (2022)
Publications
Books
* J. Acken, A. Agarwal, G. Gulak, M. Horowitz, S. McFarling, S. Richardson, A. Salz, R. Simoni, D. Stark, and S. Tjiang, ''The MIPS-X RISC Microprocessor''. Kluwer Academic Publishers, Boston, MA, 1989. Foreword by J.L. Hennessy.
* S. Bell, J. Pu, J. Hagerty, M. Horowitz, ''Compiling Algorithms for Heterogeneous Systems'', Morgan & Claypool Publishers, 2018.
Book chapters
* ''Multithreaded Computer Architectures'', chapter 8 – "Architectural and Implementation Tradeoffs in the Design of Multiple-Context Processors", Kluwer Academic Publishers, 1994.
* ''Design of High-Performance Microprocessor Circuits'', "High-Speed Electrical Signaling", 2001.
* ''Power Aware Design Methodologies'', chapter 8 – "Energy-Efficient Design of High-Speed Links", Kluwer Academic Publishers, 2002.
* ''Computational Imaging and Vision'', Chapter 7 – "Synthetic Aperture Focusing using Dense Camera Arrays", Volume 35, 2007, pp. 159–172.
* ''Methods in Enzymology'', Chapter 13 – "Alignment of Cryo-Electron Tomography Datasets", Elsevier, 2010, pp. 343–367.
References
External links
Personal homepage Stanford University website
Google Scholar page
{{DEFAULTSORT:Horowitz, Mark
Electrical engineering academics
Living people
Stanford University School of Engineering faculty
Stanford University Department of Electrical Engineering faculty
Members of the United States National Academy of Engineering
MIT School of Engineering alumni
Stanford University School of Engineering alumni
American technology company founders
1957 births