Correlative Learning (Innbundet)

A Basis for Brain and Adaptive Systems

Serie: Adaptive and Learning Systems for Signal Processing, Communications and Control Series 

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Forfatter: , , og
Innbinding: Innbundet
Utgivelsesår: 2007
Antall sider: 480
Forlag: John Wiley and Sons Ltd
Språk: Engelsk
Serie: Adaptive and Learning Systems for Signal Processing, Communications and Control Series
ISBN/EAN: 9780470044889
Kategori: Data
Omtale: Correlative Learning
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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