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David E. Rumelhart has written 11 work(s)
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Cover for 9780805812015 Cover for 9781138876293 Cover for 9780805805925 Cover for 9780805808834 Cover for 9781138876088 Cover for 9788420665375 Cover for 9780126017304 Cover for 9780805812589 Cover for 9780805812596 Cover for 9780805805048 Cover for 9780805806199 Cover for 9780262631297 Cover for 9780262631136 Cover for 9780262631129 Cover for 9780262181204 Cover for 9780262680530 Cover for 9780262181235
cover image for 9781138876293
Product Description: Recent years have seen an explosion of new mathematical results on learning and processing in neural networks. This body of results rests on a breadth of mathematical background which even few specialists possess. In a format intermediate between a textbook and a collection of research articles, this book has been assembled to present a sample of these results, and to fill in the necessary background, in such areas as computability theory, computational complexity theory, the theory of analog computation, stochastic processes, dynamical systems, control theory, time-series analysis, Bayesian analysis, regularization theory, information theory, computational learning theory, and mathematical statistics...read more
By Michael C. Mozer (editor) and Paul Smolensky (editor)

Hardcover:

9780805812015 | Psychology Pr, July 1, 1996, cover price $246.95

Paperback:

9781138876293 | Psychology Pr, May 7, 2015, cover price $54.95 | About this edition: Recent years have seen an explosion of new mathematical results on learning and processing in neural networks.
9780805812022 | Lawrence Erlbaum Assoc Inc, May 1, 1996, cover price $90.00 | About this edition: Recent years have seen an explosion of new mathematical results on learning and processing in neural networks.

cover image for 9781138876088
By William Ramsey (editor), David E. Rumelhart (editor) and Stephen P. Stich (editor)

Hardcover:

9780805805925 | Psychology Pr, March 1, 1991, cover price $115.00

Paperback:

9781138876088 | Psychology Pr, February 4, 2016, cover price $54.95
9780805808834 | Lawrence Erlbaum Assoc Inc, March 1, 1991, cover price $36.00

cover image for 9788420665375
Product Description: Rare book: Price in USD

Paperback:

9788420665375, titled "Introduccion al procesamiento distribuido en paralelo / Introduction to Parallel Distributed Processing" | Alianza Editorial Sa, June 30, 2007, cover price $71.95 | About this edition: Rare book: Price in USD

cover image for 9780126017304
Product Description: The interdisciplinary field of cognitive science brings together elements of cognitive psychology, mathematics, perception, and linguistics. Focusing on the main areas of exploration in this field today, Cognitive Science presents comprehensive overviews of research findings and discusses new cross-over areas of interest...read more (view table of contents, read Amazon.com's description)
By Benjamin Martin Bly (editor) and David E. Rumelhart (editor)

Hardcover:

9780126017304 | Academic Pr, September 22, 1999, cover price $142.00 | About this edition: The interdisciplinary field of cognitive science brings together elements of cognitive psychology, mathematics, perception, and linguistics.

cover image for 9780805812589
Product Description: Composed of three sections, this book presents the most popular training algorithm for neural networks: backpropagation. The first section presents the theory and principles behind backpropagation as seen from different perspectives such as statistics, machine learning, and dynamical systems...read more

Hardcover:

9780805812589 | Psychology Pr, March 1, 1995, cover price $180.00 | About this edition: Composed of three sections, this book presents the most popular training algorithm for neural networks: backpropagation.

Paperback:

9780805812596 | Psychology Pr, February 1, 1995, cover price $98.95 | About this edition: Composed of three sections, this book presents the most popular training algorithm for neural networks: backpropagation.

cover image for 9780805805048

Hardcover:

9780805805048 | Psychology Pr, March 1, 1990, cover price $145.00

Paperback:

9780805806199 | Psychology Pr, February 1, 1990, cover price $73.95

cover image for 9780262631297
Product Description: Includes 2 diskettes (for the Macintosh)

Paperback:

9780262631297 | Bradford Books, October 13, 1989, cover price $12.75 | About this edition: Includes 2 diskettes (for the Macintosh)

cover image for 9780262631136
Product Description: Includes two 5 1/4" DS/DD diskettes for IBM PCs and compatibles

Paperback:

9780262631136 | Bradford Books, April 1, 1988, cover price $50.00 | About this edition: Includes two 5 1/4" DS/DD diskettes for IBM PCs and compatibles

cover image for 9780262680530
What makes people smarter than computers? These volumes by a pioneering neurocomputing group suggest that the answer lies in the massively parallel architecture of the human mind. They describe a new theory of cognition called connectionism that is challenging the idea of symbolic computation that has traditionally been at the center of debate in theoretical discussions about the mind. The authors' theory assumes the mind is composed of a great number of elementary units connected in a neural network. Mental processes are interactions between these units which excite and inhibit each other in parallel rather than sequential operations. In this context, knowledge can no longer be thought of as stored in localized structures; instead, it consists of the connections between pairs of units that are distributed throughout the network. Volume 1 lays the foundations of this exciting theory of parallel distributed processing, while Volume 2 applies it to a number of specific issues in cognitive science and neuroscience, with chapters describing models of aspects of perception, memory, language, and thought.

Hardcover:

9780262181204 | Bradford Books, July 17, 1986, cover price $100.00 | About this edition: What makes people smarter than computers?

Paperback:

9780262680530 | Reprint edition (Bradford Books, July 29, 1987), cover price $45.00

cover image for 9780262181235
Product Description: Volume 2 applies it to a number of specific issues in cognitive science and neuroscience, with chapters describing models of aspects of perception, memory, language, and thought.

Hardcover:

9780262181235 | Mit Pr, June 1, 1986, cover price $90.00 | About this edition: Volume 2 applies it to a number of specific issues in cognitive science and neuroscience, with chapters describing models of aspects of perception, memory, language, and thought.

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