Self-organizing Map Formation pdf epub mobi txt 電子書 下載 2024


Self-organizing Map Formation

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Obermayer, Klaus (EDT)/ Sejnowski, Terrence J. (EDT)
Mit Pr
2001-10
415
$ 47.46
Pap
9780262650601

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发表于2024-11-11

Self-organizing Map Formation epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

Self-organizing Map Formation epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

Self-organizing Map Formation pdf epub mobi txt 電子書 下載 2024



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This book provides an overview of self-organizing map formation, including recent developments. Self-organizing maps form a branch of unsupervised learning, which is the study of what can be determined about the statistical properties of input data without explicit feedback from a teacher. The articles are drawn from the journal Neural Computation.The book consists of five sections. The first section looks at attempts to model the organization of cortical maps and at the theory and applications of the related artificial neural network algorithms. The second section analyzes topographic maps and their formation via objective functions. The third section discusses cortical maps of stimulus features. The fourth section discusses self-organizing maps for unsupervised data analysis. The fifth section discusses extensions of self-organizing maps, including two surprising applications of mapping algorithms to standard computer science problems: combinatorial optimization and sorting.Contributors J. J. Atick, H. G. Barrow, H. U. Bauer, C. M. Bishop, H. J. Bray, J. Bruske, J. M. L. Budd, M. Budinich, V. Cherkassky, J. Cowan, R. Durbin, E. Erwin, G. J. Goodhill, T. Graepel, D. Grier, S. Kaski, T. Kohonen, H. Lappalainen, Z. Li, J. Lin, R. Linsker, S. P. Luttrell, D. J. C. MacKay, K. D. Miller, G. Mitchison, F. Mulier, K. Obermayer, C. Piepenbrock, H. Ritter, K. Schulten, T. J. Sejnowski, S. Smirnakis, G. Sommer, M. Svensen, R. Szeliski, A. Utsugi, C. K. I. Williams, L. Wiskott, L. Xu, A. Yuille, J. Zhang.

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Self-organizing Map Formation pdf epub mobi txt 電子書 下載
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