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Volumn Part F129585, Issue , 1993, Pages 325-334

Finiteness results for sigmoidal "neural" networks

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATION THEORY; BOOLEAN FUNCTIONS; COMPUTATIONAL COMPLEXITY; FINITE AUTOMATA; FUNCTION EVALUATION; LEARNING SYSTEMS; LINEAR INTEGRATED CIRCUITS; LOGIC GATES; MATHEMATICAL MODELS;

EID: 0027205881     PISSN: 07378017     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/167088.167192     Document Type: Conference Paper
Times cited : (50)

References (29)
  • 1
    • 84968247098 scopus 로고
    • What size net gives valid generalization?
    • Baum, E.B., and D. Haussler, "What size net gives valid generalization?, " Neural Computation 1 (1989): 151160.
    • (1989) Neural Computation , vol.1 , pp. 151160
    • Baum, E.B.1    Haussler, D.2
  • 3
    • 0001879488 scopus 로고
    • Training a 3-node neural network is NP-complete
    • (D.S. Touretzky, ed), Morgan Kaufmann, San Mateo, CA
    • Blum, A., and R.L. Rivest, "Training a 3-node neural network is NP-complete, " in Advances in Neural Information Processing Systems 2 (D.S. Touretzky, ed), Morgan Kaufmann, San Mateo, CA, 1990, pp. 9-18.
    • (1990) Advances in Neural Information Processing Systems , vol.2 , pp. 9-18
    • Blum, A.1    Rivest, R.L.2
  • 4
    • 0010263084 scopus 로고
    • The power of approximating: A comparison of activation functions
    • (Giles, C.L. Hanson, S.J. and Cowan, J.D. eds), Morgan Kaufmann, San Mateo, CA, to appear
    • DasGupta, D., and G. Schnitger, "The power of approximating: A comparison of activation functions, " in Advances in Neural Information Processing Systems 5 (Giles, C.L., Hanson, S.J., and Cowan, J.D., eds), Morgan Kaufmann, San Mateo, CA, 1993, to appear.
    • (1993) Advances in Neural Information Processing Systems , vol.5
    • DasGupta, D.1    Schnitger, G.2
  • 5
    • 0000221271 scopus 로고
    • Product units: A computationally powerful and biologically plausible extension to backpropagation networks
    • Durbin, R., and D.E. Rumelhart, "Product units: A computationally powerful and biologically plausible extension to backpropagation networks", Neural Computation 1 (1989): 133-142.
    • (1989) Neural Computation , vol.1 , pp. 133-142
    • Durbin, R.1    Rumelhart, D.E.2
  • 8
    • 0002192516 scopus 로고
    • Decision theoretic generalizations of the PAC model for neural net and other learning applications
    • Haussler, D., "Decision theoretic generalizations of the PAC model for neural net and other learning applications, " Inform, and Computation 100(1992): 78-150.
    • (1992) Inform, and Computation , vol.100 , pp. 78-150
    • Haussler, D.1
  • 10
    • 84945402709 scopus 로고
    • VC dimension and uniform learnability of sparse polynomials and rational functions
    • to appear. Preprint 8537-CS, Bonn
    • Karpinski, M., and T. Werther, "VC dimension and uniform learnability of sparse polynomials and rational functions, " SIAM J. Computing, to appear. (Preprint 8537-CS, Bonn, 1989.).
    • (1989) SIAM J. Computing
    • Karpinski, M.1    Werther, T.2
  • 12
    • 84963049054 scopus 로고
    • Vapnik-Chervonenkis classes of definable sets
    • Laskowski, M.C., "Vapnik-Chervonenkis classes of definable sets, " J. London Math. Soc. 2 45(1992): 377-384.
    • (1992) J. London Math. Soc , vol.2 , Issue.45 , pp. 377-384
    • Laskowski, M.C.1
  • 13
    • 0027224339 scopus 로고
    • Bounds for the computational power and learning complexity of analog neural nets
    • Maass, W.G., "Bounds for the computational power and learning complexity of analog neural nets, " Proc. of the 25th A CM Symp. Theory of Computing, 1993.
    • (1993) Proc. of the 25th a CM Symp. Theory of Computing
    • Maass, W.G.1
  • 18
    • 0026904597 scopus 로고
    • Feedforward nets for interpolation and classification
    • Sontag, E.D., "Feedforward nets for interpolation and classification, " J. Comp. Syst. Sci. 45(1992): 20-48.
    • (1992) J. Comp. Syst. Sci. , vol.45 , pp. 20-48
    • Sontag, E.D.1
  • 20
    • 0010957838 scopus 로고
    • Some new vapnik- chervonenkis classes
    • Stengle, G. and Yukich, J.E., "Some new Vapnik- Chervonenkis classes, " The Annals of Statistics 14 (1989): 1441-1446.
    • (1989) The Annals of Statistics , vol.14 , pp. 1441-1446
    • Stengle, G.1    Yukich, J.E.2
  • 21
    • 0026897370 scopus 로고
    • Uniqueness of the weights for minimal feedforward nets with a given input-output map
    • Sussmann, H.J., "Uniqueness of the weights for minimal feedforward nets with a given input-output map, " Neural Networks 5(1992): 589-593.
    • (1992) Neural Networks , vol.5 , pp. 589-593
    • Sussmann, H.J.1
  • 22
    • 84966259851 scopus 로고
    • Real analytic desingularization and subanalytic sets: An elementary approach
    • Sussmann, H.J., "Real analytic desingularization and subanalytic sets: An elementary approach, " Trans. Amer. Math. Soc. 317(1990): 417-461.
    • (1990) Trans. Amer. Math. Soc. , vol.317 , pp. 417-461
    • Sussmann, H.J.1
  • 23
    • 85031762110 scopus 로고
    • Sur certaines algebres de fonctions an-Alytiques
    • II Publ. Math. Univ. Paris VII
    • Tougeron, J.C., "Sur certaines algebres de fonctions an-Alytiques", Seminaire sur la geometrie algebrique reelle, Tome I, II Publ. Math. Univ. Paris VII 24 (1986): 35121.
    • (1986) Seminaire Sur la Geometrie Algebrique Reelle , vol.1 , Issue.24 , pp. 35121
    • Tougeron, J.C.1
  • 24
    • 84968521838 scopus 로고
    • A generalization of the tarski- seidenberg theorem, and some nondefinability results
    • van den Dries, L., "A generalization of the Tarski- Seidenberg theorem, and some nondefinability results, " Bull. AMS 15(1986): 189-193.
    • (1986) Bull. AMS , vol.15 , pp. 189-193
    • Van Den Dries, L.1
  • 26
    • 85031759867 scopus 로고    scopus 로고
    • On the real exponential field with restricted analytic functions
    • to appear
    • van den Dries, L., and C. Miller, "On the real exponential field with restricted analytic functions, " Israel J. Math., to appear.
    • Israel J. Math.
    • Van Den Dries, L.1    Miller, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.