πŸ“š 3 Books mentioned in "Jay McClelland: Neural Networks and the Emergence of Cognition | Lex Fridman Podcast #222" of Lex Fridman Podcast

Lex Fridman Podcast

Podcast: Lex Fridman Podcast

Episode: Jay McClelland: Neural Networks and the Emergence of Cognition | Lex Fridman Podcast #222

Published on September 20, 2021

Here’s a list of all the books mentioned in this episode. Click on the links to watch specific excerpts on YouTube and feel free to purchase the books if they caught your interest!

Cognitive Psychology Cover

Cognitive Psychology

by Ulric Neisser

Buy Cognitive Psychology by Ulric Neisser on Amazon

cognitive psychology had just become a field there was a book published in 67 called cognitive psychology um and the author said that you know the study of the nervous system was only of peripheral interest it wasn't going to tell us anything about the mind

Jay McClelland mentions a foundational book published in 1967 that helped establish the field of cognitive psychology, noting the author's view on the nervous system's relevance.

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Euclid's Elements Cover

Euclid's Elements

by Euclid, Dana Densmore

Buy Euclid's Elements by Euclid, Dana Densmore on Amazon

but euclid's elements were the the kind of the touch point of a of a coherent document that sort of laid out this idea of an actual formal system within which these objects were characterized and the um the system of uh inference that um allowed new truths to be derived from others was sort of like established as a paradigm

Jay McClelland discusses the historical development of formal systems in mathematics, citing Euclid's Elements as a key document.

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Parallel Distributed Processing Cover

Parallel Distributed Processing

by David E. Rumelhart, James L. McClelland, PDP Research Group

Buy Parallel Distributed Processing by David E. Rumelhart, James L. McClelland, PDP Research Group on Amazon

the following is a conversation with jay mcclelland a cognitive scientist at stanford and one of the seminal figures in the history of artificial intelligence and specifically neural networks having written the parallel distributed processing book with david rommelhart who co-authored the backpropagation paper with jeff hinton in their collaborations they've paved the way for many of the ideas at the center of the neural network-based machine learning revolution of the past 15 years

The host introduces Jay McClelland, mentioning his co-authorship of the 'parallel distributed processing book' with David Rumelhart as a key contribution.

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