Correlative Learning / Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control Bd.1 (PDF)
A Basis for Brain and Adaptive Systems
(Sprache: Englisch)
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....
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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.
Autoren-Porträt von Zhe Chen, Simon Haykin, Jos J. Eggermont, Suzanna Becker
Zhe Chen, PhD, is currently a Research Fellow in theNeuroscience Statistics Research Laboratory at Harvard Medical
School.
Simon Haykin, PhD, DSc, is a Distinguished University Professor
in the Department of Electrical and Computer Engineering at
McMaster University, Ontario, Canada.
Jos J. Eggermont, PhD, is a Professor in the Departments of
Physiology & Biophysics and Psychology at the University of
Calgary, Alberta, Canada.
Suzanna Becker, PhD, is a Professor in the Department of
Psychology, Neuroscience, and Behavior at McMaster University,
Ontario, Canada.
Bibliographische Angaben
- Autoren: Zhe Chen , Simon Haykin , Jos J. Eggermont , Suzanna Becker
- 2008, 1. Auflage, 480 Seiten, Englisch
- Verlag: John Wiley & Sons
- ISBN-10: 0470171448
- ISBN-13: 9780470171448
- Erscheinungsdatum: 28.06.2008
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- Größe: 14 MB
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Sprache:
Englisch
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