Second-Order Methods for Neural Networks

Second-Order Methods for Neural Networks pdf epub mobi txt 电子书 下载 2025

出版者:Springer Verlag
作者:Shepherd, Adrian J.
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页数:145
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出版时间:
价格:$ 79.04
装帧:Pap
isbn号码:9783540761006
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This volume aims to develop the reader's understanding of the theoretical and practical issues involved in the development of efficient MLP training strategies, and to describe and evaluate the performance of a wide range of specific training algorithm. Particular emphasis is given to the development of methods which a strong theoretical foundation, rather than heuristic, "rule of thumb" training strategies. Second-Order Methods for Neural Networks will be of interest to academic researchers and postgraduate students working with neural networks (especially supervised learning with multi-layer perceptrons), industrial researchers and programmers developing neural network software, and professionals using neural networks as optimisation tools.

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