Marvin Lee Minsky (sometimes affectionately known as "Old Man Minsky") born 1927, New York, is an American Artificial Intelligence scientist. He is the co-founder of MIT's AI laboratory, and has written several texts on philosophy and AI. Degrees from Harvard and Princeton, taught at Harvard and MIT. He is currently Toshiba Professor of Media Arts and Sciences, and Professor of Electrical Engineering and Computer Science, at the Massachusetts Institute of Technology.
- 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.
"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 A. Papert), MIT Press, 1969 (Enlarged edition, 1988). Developed the modern theory of computational geometry and established fundamental limitations of loop-free connectionist learning machines. Contrary to popular belief, the result in this book are not restricted to networks with 1, 2, or 3 layers; in fact virtually every theorem is easily seen to apply to feedforward networks of any depth, with appropriate reductions in the still-exponential growth rates! Neural net theorists should read it again, this time attending to the central scaling issues.
Artificial Intelligence, with Seymour Papert, Univ. of Oregon Press, 1972. Out of print.
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.