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Introduction to Neural and Cognitive Modeling
- 3rd Edition
Engelsk Paperback
Introduction to Neural and Cognitive Modeling
- 3rd Edition
Engelsk Paperback

839 kr
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Om denne bog

This textbook provides a general introduction to the field of neural networks. Thoroughly revised and updated from the previous editions of 1991 and 2000, the current edition concentrates on networks for modeling brain processes involved in cognitive and behavioral functions. Part one explores the philosophy of modeling and the field’s history starting from the mid-1940s, and then discusses past models of associative learning and of short-term memory that provide building blocks for more complex recent models. Part two of the book reviews recent experimental findings in cognitive neuroscience and discusses models of conditioning, categorization, category learning, vision, visual attention, sequence learning, behavioral control, decision making, reasoning, and creativity. The book presents these models both as abstract ideas and through examples and concrete data for specific brain regions.

The book includes two appendices to help ground the reader: one reviewing the mathematics used in network modeling, and a second reviewing basic neuroscience at both the neuron and brain region level. The book also includes equations, practice exercises, and thought experiments.

Product detaljer
Sprog:
Engelsk
Sider:
466
ISBN-13:
9781848726482
Indbinding:
Paperback
Udgave:
3
ISBN-10:
1848726481
Udg. Dato:
12 okt 2018
Længde:
33mm
Bredde:
228mm
Højde:
151mm
Forlag:
Taylor & Francis Ltd
Oplagsdato:
12 okt 2018
Forfatter(e):
Books from the same author
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