Pulsed Neural Networks

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Wolfgang Maass (Professor, Technische Universität Graz) Christopher M. Bishop (Microsoft Research Ltd.)

Pulsed Neural Networks

Name: Pulsed Neural Networks
Price: 130 AUD
Availability: OutOfStock
ISBN: 9780262632218

Wolfgang Maass (Professor, Technische Universität Graz), Christopher M. Bishop (Microsoft Research Ltd.), Terrence J. Sejnowski , Terrence J. Sejnowski

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English

Bradford Books
26 January 2001

Neural networks & fuzzy systems

Series: Pulsed Neural Networks

Most practical applications of artificial neural networks are based on a computational model involving the propagation of continuous variables from one processing unit to the next. In recent years, data from neurobiological experiments have made it increasingly clear that biological neural networks, which communicate through pulses, use the timing of the pulses to transmit information and perform computation. This realization has stimulated significant research on pulsed neural networks, including theoretical analyses and model development, neurobiological modeling, and hardware implementation.

This book presents the complete spectrum of current research in pulsed neural networks and includes the most important work from many of the key scientists in the field. Terrence J. Sejnowski's foreword, ""Neural Pulse Coding,"" presents an overview of the topic. The first half of the book consists of longer tutorial articles spanning neurobiology, theory, algorithms, and hardware. The second half contains a larger number of shorter research chapters that present more advanced concepts. The contributors use consistent notation and terminology throughout the book.

Contributors Peter S. Burge, Stephen R. Deiss, Rodney J. Douglas, John G. Elias, Wulfram Gerstner, Alister Hamilton, David Horn, Axel Jahnke, Richard Kempter, Wolfgang Maass, Alessandro Mortara, Alan F. Murray, David P. M. Northmore, Irit Opher, Kostas A. Papathanasiou, Michael Recce, Barry J. P. Rising, Ulrich Roth, Tim Sch nauer, Terrence J. Sejnowski, John Shawe-Taylor, Max R. van Daalen, J. Leo van Hemmen, Philippe Venier, Hermann Wagner, Adrian M. Whatley, Anthony M. Zador

Foreword by: Terrence J. Sejnowski, Terrence J. Sejnowski
Edited by: Wolfgang Maass (Professor Technische Universität Graz), Christopher M. Bishop (Microsoft Research Ltd.)
Imprint: Bradford Books
Country of Publication: United States
Dimensions: Height: 254mm, Width: 178mm, Spine: 23mm
Weight: 680g
ISBN: 9780262632218
ISBN 10: 0262632217
Series: Pulsed Neural Networks
Pages: 377
Publication Date: 26 January 2001
Recommended Age: From 18 years
Audience: College/higher education , Professional and scholarly , Professional & Vocational , A / AS level , Further / Higher Education
Format: Paperback
Publisher's Status: Active

Wolfgang Maass is Professor at the Institute for Theoretical Computer Science, Technische Universit t Graz. Christopher M. Bishop is Assistant Director at Microsoft Research, Cambridge, and Professor of Computer Science at the University of Edinburgh.

Reviews for Pulsed Neural Networks

Pulsed Neural Networks is a welcome new breeze in the field ofneuronal modeling. At last, the central issue of timing in neuronalnetwork function is treated in its full depth--a must for anyoneseriously interested in CNS function. Rodolfo Llinas, Department of Physiology and Neuroscience, New York University Medical School