Self-Organizing Neural Networks

Self-Organizing Neural Networks pdf epub mobi txt 电子书 下载 2026

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出版者:Springer Verlag 作者:Seiffert, Udo (EDT)/ Jain, L. C. (EDT) 出品人: 页数:278 译者: 出版时间: 价格:$ 124.30 装帧:HRD isbn号码:9783790814170 丛书系列:
图书标签
  • 神经网络
  • 自组织网络
  • 机器学习
  • 模式识别
  • 人工智能
  • Kohonen网络
  • 聚类分析
  • 无监督学习
  • 数据挖掘
  • 神经计算
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具体描述

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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