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Item Details
Title: CORRELATIVE LEARNING
A BASIS FOR BRAIN AND ADAPTIVE SYSTEMS
By: Zhe Chen, Simon S. Haykin, Jos J. Eggermont
Format: Hardback

List price: £155.95


We currently do not stock this item, please contact the publisher directly for further information.

ISBN 10: 0470044888
ISBN 13: 9780470044889
Publisher: JOHN WILEY AND SONS LTD
Series: Adaptive and Learning Systems for Signal Processing, Communications and
Pages: 480
Description: Correlative Learning: A Basis for Brain and Adaptive Systems provides a bridge between three disciplines: computational neuroscience, neural networks, and signal processing. First, the authors lay down the preliminary neuroscience background for engineers.
Synopsis: Correlative Learning: A Basis for Brain and Adaptive Systems provides a bridge between three disciplines: computational neuroscience, neural networks, and signal processing. First, the authors lay down the preliminary neuroscience background for engineers. The book also presents an overview of the role of correlation in the human brain as well as in the adaptive signal processing world; unifies many well-established synaptic adaptations (learning) rules within the correlation-based learning framework, focusing on a particular correlative learning paradigm, ALOPEX; and presents case studies that illustrate how to use different computational tools and ALOPEX to help readers understand certain brain functions or fit specific engineering applications.
Illustrations: Illustrations
Publication: US
Imprint: Wiley-Blackwell
Returns: Returnable
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