Marvin Minsky

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Marvin Lee Minsky

Marvin Minsky in 2006
Born August 9, 1927 (1927-08-09) (age 80)
New York City
Field Cognitive Science
Institutions MIT
Alma mater Harvard University
Princeton University
Academic advisor   Albert W. Tucker
Notable students   Manuel Blum
Carl Hewitt
Danny Hillis
Joel Moses
Gerald Jay Sussman
Ivan Sutherland
Terry Winograd
Patrick Winston
Known for Artificial intelligence
Notable prizes Turing Award (1969)
Japan Prize (1990)
IJCAI Award for Research Excellence (1991)
Benjamin Franklin Medal (2001)
Religion Atheist

Marvin Lee Minsky (born August 9, 1927) is an American cognitive scientist in the field of artificial intelligence (AI), co-founder of MIT's AI laboratory, and author of several texts on AI and philosophy.

Contents

Marvin Minsky was born in New York City, where he attended The Fieldston School and the Bronx High School of Science. He later attended Phillips Academy in Andover, Massachusetts. He served in the US Navy from 1944 to 1945. He holds a BA in Mathematics from Harvard (1950) and a PhD in the same field from Princeton (1954). He has been on the MIT faculty since 1958. He is currently Toshiba Professor of Media Arts and Sciences, and Professor of electrical engineering and computer science.

Minsky won the Turing Award in 1969, the Japan Prize in 1990, the IJCAI Award for Research Excellence in 1991, and the Benjamin Franklin Medal from the Franklin Institute in 2001.

Minsky is listed on Google Directory as one of the all time top six people in the field of artificial intelligence.[1] Isaac Asimov has described Minsky as one of two people he has ever met who were flat out smarter than himself, the other being Carl Sagan. Patrick Winston has also described Minsky as the smartest person he has ever met.[citation needed] Minsky is a childhood friend of the Yale University critic Harold Bloom, who has referred to him as "the sinister Marvin Minsky."[citation needed] Ray Kurzweil, the polymath who has written extensively on the future technological singularity has referred to Minsky as his mentor.[citation needed]

Minsky's patents include the first head-mounted graphical display (1963) and the confocal scanning microscope (1961, a predecessor to today's widely used confocal laser scanning microscope). He developed with Seymour Papert the first Logo "turtle". Minsky also built, in 1951, the first randomly wired neural network learning machine, SNARC.

Minsky wrote the book Perceptrons (with Seymour A. Papert), which became the foundational work in the analysis of artificial neural networks. It contains strong criticisms of unrigorous research in the field at the time. Its proof that perceptrons can not solve even some simple problems such as XOR caused the virtual disappearance of artificial neural networks from academic research during the 1970s, until researchers could prove that more complex networks are capable of solving these and all functions.[2]

So it was claimed--but actually our mathematical analysis was to show why bigger perceptrons didn't get better at solving hard problems. And contrary to a popular rumor, almost all our theorems still apply to multilayer feedforward neural networks. But curiously, no one seems to have proved this, and Papert and I went on to other subjects.

Marvin Minsky[citation needed]

Minsky was an adviser[3] on the movie 2001: A Space Odyssey and is referred to in the movie and book.

Probably no one would ever know this; it did not matter. In the 1980s, Minsky and Good had shown how neural networks could be generated automatically—self replicated—-in accordance with any arbitrary learning program. Artificial brains could be grown by a process strikingly analogous to the development of a human brain. In any given case, the precise details would never be known, and even if they were, they would be millions of times too complex for human understanding.

Arthur C. Clarke, 2001: A Space Odyssey[4]

In the early 1970s at the MIT Artificial Intelligence Lab, Minsky and Seymour Papert started developing what came to be called The Society of Mind theory. The theory attempts to explain how what we call intelligence could be a product of the interaction of non-intelligent parts. Minsky says that the biggest source of ideas about the theory came from his work in trying to create a machine that uses a robotic arm, a video camera, and a computer to build with children's blocks. In 1986 Minsky published a comprehensive book on the theory which, unlike most of his previously published work, was written for a general audience.

In November 2006, Minsky published The Emotion Machine, a book that critiques many popular theories of how human minds work and suggests alternative theories, often replacing simple ideas with more complex ones. Recent drafts of the book are freely available from his webpage[5].

Marvin Minsky is affiliated with the following organizations:

Minsky is a critic of the Loebner Prize.[8][9]

The Minskytron or "Three Position Display" running on the Computer History Museum's PDP-1, 2007
The Minskytron or "Three Position Display" running on the Computer History Museum's PDP-1, 2007
In the days when Sussman was a novice, Minsky once came to him as he sat hacking at the PDP-6.
"What are you doing?" asked Minsky.
"I am training a randomly wired neural net to play Tic-tac-toe," Sussman replied.
"Why is the net wired randomly?", asked Minsky.
"I do not want it to have any preconceptions of how to play," Sussman said.
Minsky then shut his eyes.
"Why do you close your eyes?" Sussman asked his teacher.
"So that the room will be empty."
At that moment, Sussman was enlightened.

What I actually said was, "If you wire it randomly, it will still have preconceptions of how to play. But you just won't know what those preconceptions are." -- Marvin Minsky

  • Neural Nets and the Brain Model Problem, Ph.D. dissertation, Princeton University, 1954. The first publication of theories and theorems about learning in neural networks, secondary reinforcement, circulating dynamic storage and synaptic modifications.
  • Computation: Finite and Infinite Machines, Prentice-Hall, 1967. A standard text in computer science. Out of print now, but soon to reappear.
  • Semantic Information Processing, MIT Press, 1968. This collection had a strong influence on modern computational linguistics.
  • Perceptrons, with Seymour Papert, MIT Press, 1969 (Enlarged edition, 1988).
  • Artificial Intelligence, with Seymour Papert, Univ. of Oregon Press, 1972. Out of print.
  • Communication with Alien Intelligence, 1985
  • Robotics, Doubleday, 1986. Edited collection of essays about robotics, with Introduction and Postscript by Minsky.
  • The Society of Mind, Simon and Schuster, 1987. The first comprehensive description of the Society of Mind theory of intellectual structure and development. See also The Society of Mind (CD-ROM version), Voyager, 1996.
  • The Turing Option, with Harry Harrison, Warner Books, New York, 1992. Science fiction thriller about the construction of a superintelligent robot in the year 2023.
  • The Emotion Machine[10] Simon and Schuster, November 2006. ISBN 0-7432-7663-9 (book available online on his MIT home page; see below)

Wikiquote has a collection of quotations related to:


Persondata
NAME Minsky, Marvin Lee
ALTERNATIVE NAMES
SHORT DESCRIPTION Cognitive Science
DATE OF BIRTH August 9, 1927
PLACE OF BIRTH New York City
DATE OF DEATH
PLACE OF DEATH
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