| 书目名称 | Self-Organizing Maps | | 编辑 | Teuvo Kohonen | | 视频video | | | 丛书名称 | Springer Series in Information Sciences | | 图书封面 |  | | 描述 | The book we have at hand is the fourth monograph I wrote for Springer Verlag. The previous one named "Self-Organization and Associative Mem ory" (Springer Series in Information Sciences, Volume 8) came out in 1984. Since then the self-organizing neural-network algorithms called SOM and LVQ have become very popular, as can be seen from the many works re viewed in Chap. 9. The new results obtained in the past ten years or so have warranted a new monograph. Over these years I have also answered lots of questions; they have influenced the contents of the present book. I hope it would be of some interest and help to the readers if I now first very briefly describe the various phases that led to my present SOM research, and the reasons underlying each new step. I became interested in neural networks around 1960, but could not in terrupt my graduate studies in physics. After I was appointed Professor of Electronics in 1965, it still took some years to organize teaching at the uni versity. In 1968 - 69 I was on leave at the University of Washington, and D. Gabor had just published his convolution-correlation model of autoasso ciative memory. I noticed immediately that there was somet | | 出版日期 | Book 19951st edition | | 关键词 | Mathematica; algorithms; artificial neural network; calculus; classification; data analysis; filters; nervo | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-642-97610-0 | | isbn_ebook | 978-3-642-97610-0Series ISSN 0720-678X | | issn_series | 0720-678X | | copyright | Springer-Verlag Berlin Heidelberg 1995 |
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发表于 2025-3-21 19:16:18
