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Supervised learning with complex-valued neural networks

著者: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
出版商: Heidelberg : Springer, 2013.
丛书: Studies in computational intelligence, 421
版本/格式:   图书 : 英语查看所有的版本和格式
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A new generation of neural networks is needed in telecommunications, medical imaging and signal processing as signals become more complex and nonlinear. This survey of the latest complex-valued  再读一些...

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材料类型: 互联网资源
文件类型: 书, 互联网资源
所有的著者/提供者: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
ISBN: 9783642294907 3642294901 9783642294914 364229491X
OCLC号码: 812056206
描述: 168 S : Ill.
内容: Introduction.- Fully Complex-valued Multi Layer Perceptron Networks.- Fully Complex-valued Radial Basis Function Networks.- Performance Study on Complex-valued Function Approximation Problems.- Circular Complex-valued Extreme Learning Machine Classifier.- Performance Study on Real-valued Classification Problems.- Complex-valued Self-regulatory Resource Allocation Network.- Conclusions and Scope for FutureWorks (CSRAN).
丛书名: Studies in computational intelligence, 421
责任: Sundaram Suresh, Narasimhan Sundararajan, Ramasamy Savitha.
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