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Becker, Suzanna

Correlative Learning: A Basis for Brain and Adaptive Systems

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

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ISBN: 9780470171448
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Tulostus151 sivua ja lisä sivu kertyy joka 5. tunti, ylärajana 151 sivua
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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.

Avainsanat: theme; communication; neuroscientists; learning; correlationbased; unifying; book; gap; brainstyle; between; engineers; signal; researchers; four; processing; ideas; computational; language; crossfertilized; many; correlative; common; neuroscience, Biosignal Processing, Neural Networks, Biosignal Processing, Neural Networks

Tekijä(t)
 
 
 
Julkaisija
John Wiley and Sons, Inc.
Julkaisuvuosi
2007
Kieli
en
Painos
1
Sarja
Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control
Sivumäärä
480 sivua
Kategoria
Puutarha, maa- ja metsätalous
Tiedostomuoto
E-kirja
eISBN (PDF)
9780470171448
Painetun ISBN
9780470044889

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