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Volumn 7062 LNCS, Issue PART 1, 2011, Pages 526-531

Comparison of complex- and real-valued feedforward neural networks in their generalization ability

Author keywords

Complex valued neural network; function approximation; generalization

Indexed keywords

COMPLEX-VALUED NEURAL NETWORKS; FUNCTION APPROXIMATION; GENERALIZATION; GENERALIZATION ABILITY; GENERALIZATION ERROR;

EID: 81855190753     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24955-6_63     Document Type: Conference Paper
Times cited : (19)

References (8)
  • 3
    • 0026925004 scopus 로고
    • Continuous complex-valued back-propagation learning
    • Hirose, A.: Continuous complex-valued back-propagation learning. Electronics Letters 28(20), 1854-1855 (1992)
    • (1992) Electronics Letters , vol.28 , Issue.20 , pp. 1854-1855
    • Hirose, A.1
  • 4
    • 0028501207 scopus 로고
    • Applications of complex-valued neural networks to coherent optical computing using phase-sensitive detection scheme
    • Hirose, A.: Applications of complex-valued neural networks to coherent optical computing using phase-sensitive detection scheme. Information Sciences-Applications 2, 103-117 (1994)
    • (1994) Information Sciences-Applications , vol.2 , pp. 103-117
    • Hirose, A.1
  • 6
    • 0030196824 scopus 로고    scopus 로고
    • Behavior control of coherent-type neural networks by carrier-frequency modulation
    • Hirose, A., Eckmiller, R.: Behavior control of coherent-type neural networks by carrier-frequency modulation. IEEE Transactions on Neural Networks 7(4), 1032-1034 (1996)
    • (1996) IEEE Transactions on Neural Networks , vol.7 , Issue.4 , pp. 1032-1034
    • Hirose, A.1    Eckmiller, R.2
  • 8
    • 0031277466 scopus 로고    scopus 로고
    • An extension of the back-propagation algorithm to complex numbers
    • Nitta, T.: An extension of the back-propagation algorithm to complex numbers. Neural Networks 10, 1391-1415 (1997)
    • (1997) Neural Networks , vol.10 , pp. 1391-1415
    • Nitta, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.