Mathematics of Neural Networks 2024 pdf epub mobi 电子书

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发表于2024-12-22

Mathematics of Neural Networks 2024 pdf epub mobi 电子书

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出版者:

作者:Ellacott, Stephen W.; Mason, John C.; Anderson, Iain J.

出品人:

页数:428

译者:

出版时间:2012-11

价格:$ 394.37

装帧:

isbn号码:9781461377948

丛书系列:

图书标签: 神经网络机器学习数学

Mathematics of Neural Networks 2024 pdf epub mobi 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.

Mathematics of Neural Networks 2024 pdf epub mobi 电子书

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