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Mathematics of Neural Networks 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Ellacott, Steve; Anderson, Iain J.; Mason, J. C. 作者

Springer

译者

1997-05-31 出版日期

425 页数

USD 299.00 价格

Hardcover

丛书系列

9780792399339 图书编码

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Mathematics of Neural Networks 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Mathematics of Neural Networks 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Mathematics of Neural Networks 在线电子书图书描述

This book examines the mathematics, probability, statistics, and computational theory underlying neural networks and their applications. In addition to the theoretical work, the book covers a considerable range of neural network topics such as learning and training, neural network classifiers, memory-based networks, self-organizing maps and unsupervised learning, Hopfeld networks, radial basis function networks, and general network modelling and theory. Added to the book's mathematical and neural network topics are applications in chemistry, speech recognition, automatic control, nonlinear programming, medicine, image processing, finance, time series, and dynamics. As a result, the book surveys a wide range of recent research on the theoretical foundations of creating neural network models in a variety of application areas.

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