[PDF.89xt] Mathematical Perspectives on Neural Networks (Developments in Connectionist Theory Series)
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Mathematical Perspectives on Neural Networks (Developments in Connectionist Theory Series)
From Brand: Psychology Press
[PDF.lq76] Mathematical Perspectives on Neural Networks (Developments in Connectionist Theory Series)
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| #4588404 in Books | Psychology Press | 1996-06-01 | Original language:English | PDF # 1 | 9.50 x6.50 x1.75l,2.47 | File type: PDF | 878 pages | ||||Although the material is advanced and technical, the volume has a multilayer structure including a general overview, and there are overviews of each of the main parts (including summary tables of key results). These surveys, all written by Smolensky (John
Recent years have seen an explosion of new mathematical results on learning and processing in neural networks. This body of results rests on a breadth of mathematical background which even few specialists possess. In a format intermediate between a textbook and a collection of research articles, this book has been assembled to present a sample of these results, and to fill in the necessary background, in such areas as computability theory, computational complexity theory...
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