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Neural Network Models of Conditioning and Action.
・ISBN 978-1-138-19212-6 paper GB£ 41.99
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| 著者・編者 | Commons, Michael L. / Grossberg, Stephen / Staddon, John (eds.), |
|---|---|
| シリーズ | (Psychology Library Editions: Cognitive Science) |
| 出版社 | (Routledge, UK) |
| 出版年月 | 2018 |
| ページ数 | 362 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A01-29719＞ |
解説
Originally published in 1991, this title was the result of a symposium held at Harvard University. It presents some of the exciting interdisciplinary developments of the time that clarify how animals and people learn to behave adaptively in a rapidly changing environment. The contributors focus on aspects of how recognition learning, reinforcement learning, and motor learning interact to generate adaptive goal-oriented behaviours that can satisfy internal needs - an area of inquiry as important for understanding brain function as it is for designing new types of freely moving autonomous robots.
Since the authors agree that a dynamic analysis of system interactions is needed to understand these challenging phenomena - and neural network models provide a natural framework for representing and analysing such interactions - all the articles either develop neural network models or provide biological constraints for guiding and testing their design.