[PDF.32pz] Backpropagation: Theory, Architectures, and Applications (Developments in Connectionist Theory Series)
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Backpropagation: Theory, Architectures, and Applications (Developments in Connectionist Theory Series)
From Psychology Press
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| #6727200 in Books | 1995-02-01 | Original language:English | PDF # 1 | 9.50 x6.50 x1.75l,2.42 | File type: PDF | 576 pages|
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, t...
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