Self-Organizing Neural Networks pdf epub mobi txt 電子書 下載 在線閱讀 2026
- 神經網絡
- 自組織網絡
- 機器學習
- 模式識彆
- 人工智能
- Kohonen網絡
- 聚類分析
- 無監督學習
- 數據挖掘
- 神經計算
具體描述
This compilation contains new theoretical work as well as up-to-date applications contributed by some of the world leaders of current SOM research. It is a compact and vivid collection of almost all aspects of current research on Self-Organizing Maps, ranging from theoretical work, several technical and non-technical applications, numerical and implementation details on sequential and parallel hardware to self-organisation with spiking neurons. An overture, given by Teuvo Kohonen, builds a bridge from the development of the fundamentals to the many extensions, modifications and applications which have made this neural network architecture so successful.
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