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Pulsed Neural Networks (MIT Press)

From A Bradford Book




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 | #3722962 in Books |  2001-03-01 | Original language:English | PDF # 1 |  10.00 x.90 x7.00l,1.56 | File type: PDF | 377 pages

||8 of 8 people found the following review helpful.| good introduction|By mrod|This book presents a general overview to the growing field of spiking neural networks and their VLSI implementation written by many of the major figures in this field. It begins with several clear explications of the spiking response model which has been recently popularized by Gerstner (who has several good entries in this volume) and why looking at s|.com |Traditional neural network computing uses continuous propagation of its signals, whereas biological networks use signal timing and frequency in their transmission and computation. Pulsed Neural Networks arose out of a two-day workshop at the Isaac

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 pul...

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