UID:
almafu_9959328693702883
Format:
1 online resource (xxvi, 448 pages) :
,
illustrations
ISBN:
9780470171455
,
0470171456
,
9780470171448
,
0470171448
Series Statement:
Adaptive and learning systems for signal processing, communications, and control
Content:
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.
Note:
CORRELATIVE LEARNING; CONTENTS; Foreword; Preface; Acknowledgments; Acronyms; Introduction; 1 THE CORRELATIVE BRAIN; 2 Correlation in Signal Processing; 3 correlation-based neural learning and machine learning; 4 Correlation-Based Kernel Learning; 5 Correlative Learning in a Complex-Valued Domain; 6 ALOPEX: A CORRELATION-BASED LEARNING PARADIGM; 7 Case Studies; 8 Discussion; Appendix A Autocorrelation and Cross-Correlation Functions; Appendix B Stochastic Approximation; Appendix C Primer on Linear Algebra; Appendix D Probability Density and Entropy Estimators.
Additional Edition:
Print version: Correlative learning. Hoboken, N.J. : Wiley-Interscience, ©2007 ISBN 9780470044889
Additional Edition:
ISBN 0470044888
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
DOI:
10.1002/9780470171455
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470171455
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470171455
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470171455
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