Backpropagation 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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作者

Psychology Press

譯者

1995-2-3 出版日期

576 頁數

USD 90.00 價格

Paperback

叢書系列

9780805812596 圖書編碼

Backpropagation 在線電子書圖書標籤: 神經網絡深度學習機器學習反嚮傳播算法人工智能

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發表於2024-06-21

Backpropagation 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Backpropagation 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Backpropagation 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Backpropagation 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Backpropagation 在線電子書圖書描述

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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