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Supervised learning with complex-valued neural networks

저자: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
출판사: Heidelberg : Springer, 2013.
시리즈: Studies in computational intelligence, 421
판/형식:   Print book : 영어모든 판과 형식 보기
데이터베이스:WorldCat
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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  더 읽기…

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자료 유형: 인터넷 자료
문서 형식: 책, 인터넷 자원
모든 저자 / 참여자: Sundaram Suresh; Narasimhan Sundararajan; Ramasamy Savitha
ISBN: 9783642294907 3642294901 9783642294914 364229491X
OCLC 번호: 812056206
설명: 168 S : Ill.
내용: 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).
일련 제목: Studies in computational intelligence, 421
책임: Sundaram Suresh, Narasimhan Sundararajan, Ramasamy Savitha.
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