ISBN 9780470044889 | 0470044888 Textbooks - "Correlative Learning A Basis for Brain and Adaptive Systems Adaptive and Learning Systems for Signal Processing Communications and Control Series" by Simon Haykin Chen Simon Jos J Eggermont Suzanna Becker Zhe Chen Suzanna Zhe Haykin Simon Eggermont Jos J Becker Eggermont Jos J Chen Zhe Becker Suzanna Haykin

Authors: Simon Haykin - Chen - Simon - Jos J. Eggermont - Suzanna Becker - Zhe Chen - Suzanna - Zhe…
ISBN 10: 0470044888
ISBN 13: 9780470044889
Edition: 1
Release: October 12, 2007
Format: Hardcover (480 pages)
List Price: $125.00
More Details

List Price: $125.00

Tags: Medicine, General,

Book 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. 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.

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Correlative Learning: A Basis for Brain and Adaptive Systems (Adaptive and Learning Systems for Signal Processing, Communications and Control Series)