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Rumelhart is the co-author of a multi volume work called "Parallel Distributed Processing". PDP was the old term in use when Rumelhart and McClelland repopularized artificial neural network techniques in the 80s. Interestingly enough, rumelhart and McClelland were cognitive scientists by training, not computer scientist ones.

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I think the PDP books are super interesting, have you read Jeffery Elman's Rethinking Innateness kind of a successor to PDP. Elman did some of the first work on recurrent neural networks I think

Geoff Hinton, some of who's work was in PDP, was an experimental psychologist by training.

Yes, Elman also worked on recurrent neural networks applied to language/text. A lot of word2vec stuff doesn’t seem too far off when you read the articles on clustering of recurrent (hidden) layer activations.

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