Pulsed Neural Networks pdf epub mobi txt 电子书 下载 2024


Pulsed Neural Networks

简体网页||繁体网页
Wolfgang Maass
The MIT Press
2001-3-1
407
USD 42.00
Paperback
9780262632218

图书标签: 人工神经网络  ai  ANN   


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发表于2024-12-28

Pulsed Neural Networks epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Pulsed Neural Networks epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Pulsed Neural Networks pdf epub mobi txt 电子书 下载 2024



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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 Schonauer, Terrence J. Sejnowski, John Shawe-Taylor, Max R. van Daalen, J. Leo van Hemmen, Philippe Venier, Hermann Wagner, Adrian M. Whatley, Anthony M. Zador.

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