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Supervised learning with complex-valued neural networks

作者: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
出版商: Heidelberg : Springer, 2013.
叢書: Studies in computational intelligence, 421
版本/格式:   Print book : 英語所有版本和格式的總覽
資料庫:WorldCat
提要:

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  再讀一些...

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文件類型: 圖書, 網路資源
所有的作者/貢獻者: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
ISBN: 9783642294907 3642294901 9783642294914 364229491X
OCLC系統控制編碼: 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).
叢書名: Studies in computational intelligence, 421
責任: Sundaram Suresh, Narasimhan Sundararajan, Ramasamy Savitha.
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