Models of Neural Networks: Temporal Aspects of Coding and Information Processing in Biological Systems by Eytan DomanyModels of Neural Networks: Temporal Aspects of Coding and Information Processing in Biological Systems by Eytan Domany

Models of Neural Networks: Temporal Aspects of Coding and Information Processing in Biological…

EditorEytan Domany, J. Leo van Hemmen, Klaus Schulten

Hardcover | March 17, 1995

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The theory of neural nets has two new paradigms: information coding through coherent firing of the neurons and structural feedback. As compared to traditional neural nets, spiking neurons provide an extra degree of freedom: time; this degree of freedom is realized by a coherent spiking of extensively many neurons in the network, a nonlinear phenomenon. The other paradigm, feedback, is a dominant feature of the structural organization of the brain. This volume provides an in-depth analysis of both paradigms starting with an extensive introduction to the ideas used in the subsequent chapters. In addition, one finds a detailed 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. The style and level of this book make it particularly useful for advanced students and researchers looking for an accessible survey of today's theory of neuronal networks.
Title:Models of Neural Networks: Temporal Aspects of Coding and Information Processing in Biological…Format:HardcoverDimensions:364 pages, 9.25 × 6.1 × 0.03 inPublished:March 17, 1995Publisher:Springer New York

The following ISBNs are associated with this title:

ISBN - 10:0387943625

ISBN - 13:9780387943626

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