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Volumn 10, Issue 2, 1997, Pages 369-385

Even on finite test sets smaller nets may perform better

Author keywords

feedforward neural rats; identification from input output relation

Indexed keywords

ERRORS; LEARNING SYSTEMS; PERFORMANCE; SET THEORY; TRANSFER FUNCTIONS;

EID: 0031104958     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(96)00068-8     Document Type: Article
Times cited : (5)

References (10)
  • 1
    • 0027795346 scopus 로고
    • For neural networks, function determines form
    • Albertini, F., & Sontag, E. D. (1993). For neural networks, function determines form. Neural Networks, 6(7), 975-990.
    • (1993) Neural Networks , vol.6 , Issue.7 , pp. 975-990
    • Albertini, F.1    Sontag, E.D.2
  • 3
    • 0002127281 scopus 로고
    • What size net gives valid generalization?
    • D. S. Touretzky (Ed.). Palo Alto, CA: Morgan Kaufmann
    • Baum, E. B., & Haussler, D. (1989). What size net gives valid generalization? In D. S. Touretzky (Ed.), Neural information processing systems I (pp. 81-90). Palo Alto, CA: Morgan Kaufmann.
    • (1989) Neural Information Processing Systems I , pp. 81-90
    • Baum, E.B.1    Haussler, D.2
  • 4
    • 0008440530 scopus 로고
    • Designing application specific neural networks using the genetic algorithm
    • D. S. Touretzky (Ed.). Palo Alto, CA.: Morgan Kaufmann
    • Harp, S. A., Chamad, T., & Guha, A. (1990). Designing application specific neural networks using the genetic algorithm. In D. S. Touretzky (Ed.), Neural information processing systems II (pp. 447-454). Palo Alto, CA.: Morgan Kaufmann.
    • (1990) Neural Information Processing Systems II , pp. 447-454
    • Harp, S.A.1    Chamad, T.2    Guha, A.3
  • 7
    • 0000720909 scopus 로고
    • Functionally equivalent feedforward neural networks
    • Kùrková, V., & Kainen, P. C. (1994). Functionally equivalent feedforward neural networks. Neural Computation, 6(3), 543-558.
    • (1994) Neural Computation , vol.6 , Issue.3 , pp. 543-558
    • Kùrková, V.1    Kainen, P.C.2
  • 9
    • 0012977921 scopus 로고
    • On the complexity of consistency problems
    • Schmitt, M. (1994). On the complexity of consistency problems. Ulmer Informatik Berichte, Nr. 94-01.
    • (1994) Ulmer Informatik Berichte , vol.94 , Issue.1
    • Schmitt, M.1
  • 10
    • 0026897370 scopus 로고
    • Uniqueness of the weights of minimal feedforward nets with a given input-output map
    • Sussmann, H. J. (1992). Uniqueness of the weights of minimal feedforward nets with a given input-output map. Neural Networks, 5(4), 589-593.
    • (1992) Neural Networks , vol.5 , Issue.4 , pp. 589-593
    • Sussmann, H.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.