Backpropagation pdf epub mobi txt 电子书 下载 2024


Backpropagation

简体网页||繁体网页
Psychology Press
1995-2-3
576
USD 90.00
Paperback
9780805812596

图书标签: 神经网络  深度学习  机器学习  反向传播算法  人工智能   


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发表于2024-12-23

Backpropagation epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Backpropagation epub 下载 mobi 下载 pdf 下载 txt 电子书 下载 2024

Backpropagation pdf epub mobi txt 电子书 下载 2024



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Composed of three sections, this book presents the most popular training algorithm for neural networks: backpropagation. The first section presents the theory and principles behind backpropagation as seen from different perspectives such as statistics, machine learning, and dynamical systems. The second presents a number of network architectures that may be designed to match the general concepts of Parallel Distributed Processing with backpropagation learning. Finally, the third section shows how these principles can be applied to a number of different fields related to the cognitive sciences, including control, speech recognition, robotics, image processing, and cognitive psychology. The volume is designed to provide both a solid theoretical foundation and a set of examples that show the versatility of the concepts. Useful to experts in the field, it should also be most helpful to students seeking to understand the basic principles of connectionist learning and to engineers wanting to add neural networks in general -- and backpropagation in particular -- to their set of problem-solving methods.

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