Login

Becker, Suzanna

Correlative Learning: A Basis for Brain and Adaptive Systems

Becker, Suzanna - Correlative Learning: A Basis for Brain and Adaptive Systems, ebook

190,85€

Ebook, PDF with Adobe DRM
ISBN: 9780470171448
DRM Restrictions

Printing151 pages with an additional page accrued every 5 hours, capped at 151 pages
Copy to clipboard5 excerpts

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.

Keywords: Neural Networks, Neural Networks

Author(s)
 
 
 
Publisher
John Wiley and Sons, Inc.
Publication year
2007
Language
en
Edition
1
Series
Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control
Page amount
480 pages
Category
Gardening, Agriculture, Forestry
Format
Ebook
eISBN (PDF)
9780470171448
Printed ISBN
9780470044889

Similar titles