[PDF.27an] Semantic Cognition: A Parallel Distributed Processing Approach (MIT Press)

Semantic Cognition: A Parallel Distributed Processing Approach (MIT Press)

[PDF.xl89] Semantic Cognition: A Parallel Distributed Processing Approach (MIT Press)

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 | #622603 in Books |  2006-01-20 | Original language:English | PDF # 1 |  9.00 x.75 x7.00l,1.41 | File type: PDF | 448 pages

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||0 of 3 people found the following review helpful.| Five Stars|By Richard Schwartz|good| ||A fascinating exploration of the conceptual systems that emerge when a neural network is trained to predict the properties of objects. Rogers and McClelland show that incremental, error-driven learning leads to internal distributed representations that explai

This groundbreaking monograph offers a mechanistic theory of the representation and use of semantic knowledge, integrating the strengths and overcoming many of the weaknesses of hierarchical, categorization-based approaches, similarity-based approaches, and the approach often called "theory theory." Building on earlier models by Geoffrey Hinton in the 1980s and David Rumelhart in the early 1990s, the authors propose that performance in semantic tasks arises through th...

You can specify the type of files you want, for your gadget.Semantic Cognition: A Parallel Distributed Processing Approach (MIT Press)   |  Timothy T. Rogers, James L. McClelland. I really enjoyed this book and have already told so many people about it!

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