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Models of Neural Networks
. Ed(S): Domany, Eytan; Hemmen, J. Leo Van; Schulten, Klaus
€ 201.04
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Description for Models of Neural Networks
Hardback. Provides an in-depth analysis of both paradigms starting with an introduction to the ideas used in the subsequent chapters. In this book, one finds a discussion of salient features such as coherent oscillations and their detection, associative binding and segregation, Hebbian learning, and sensory computations in the visual and olfactory cortex. Editor(s): Domany, Eytan; Hemmen, J. Leo van; Schulten, Klaus. Series: Physics of Neural Networks. Num Pages: 363 pages, biography. BIC Classification: UYQN. Category: (G) General (US: Trade); (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 235 x 155 x 20. Weight in Grams: 1510.
Since the appearance of Vol. 1 of Models of Neural Networks in 1991, the theory of neural nets has focused on two paradigms: information coding through coherent firing of the neurons and functional feedback. Information coding through coherent neuronal firing exploits time as a cardinal degree of freedom. This capacity of a neural network rests on the fact that the neuronal action potential is a short, say 1 ms, spike, localized in space and time. Spatial as well as temporal correlations of activity may represent different states of a network. In particular, temporal correlations of activity may express that neurons ... Read more
Since the appearance of Vol. 1 of Models of Neural Networks in 1991, the theory of neural nets has focused on two paradigms: information coding through coherent firing of the neurons and functional feedback. Information coding through coherent neuronal firing exploits time as a cardinal degree of freedom. This capacity of a neural network rests on the fact that the neuronal action potential is a short, say 1 ms, spike, localized in space and time. Spatial as well as temporal correlations of activity may represent different states of a network. In particular, temporal correlations of activity may express that neurons ... Read more
Product Details
Format
Hardback
Publication date
1995
Publisher
Springer-Verlag New York Inc. United States
Number of pages
363
Condition
New
Series
Physics of Neural Networks
Number of Pages
347
Place of Publication
New York, NY, United States
ISBN
9780387943626
SKU
V9780387943626
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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