메뉴 건너뛰기




Volumn 7, Issue 1, 1996, Pages 201-205

A probabilistic model for the fault tolerance of multilayer perceptrons

Author keywords

[No Author keywords available]

Indexed keywords

ERRORS; LEARNING SYSTEMS; MATHEMATICAL MODELS; PATTERN RECOGNITION; PROBABILITY; VECTORS;

EID: 0029733381     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/72.478405     Document Type: Article
Times cited : (9)

References (15)
  • 1
    • 0023997015 scopus 로고
    • Distributed and fault tolerant computation for retrieval tasks using distributed associative memories
    • J. M. Char, V. Cherkassky, H. Wechsler, and G. L. Zimmerman, "Distributed and fault tolerant computation for retrieval tasks using distributed associative memories," IEEE Trans. Comput., vol. C-37, pp. 484-490, 1988.
    • (1988) IEEE Trans. Comput. , vol.C-37 , pp. 484-490
    • Char, J.M.1    Cherkassky, V.2    Wechsler, H.3    Zimmerman, G.L.4
  • 2
    • 0025563947 scopus 로고
    • Fault tolerance in artificial neural networks
    • San Diego, CA
    • C. H. Sequin and R. D. Clay, "Fault tolerance in artificial neural networks," in Proc. Int. Joint Conf. Neural Networks, vol. I, San Diego, CA, 1990, pp. 703-708.
    • (1990) Proc. Int. Joint Conf. Neural Networks , vol.1 , pp. 703-708
    • Sequin, C.H.1    Clay, R.D.2
  • 4
    • 0025404853 scopus 로고
    • Sensitivity of feedforward neural networks to weight errors
    • M. Stevenson, R. Winter, and B. Widrow, "Sensitivity of feedforward neural networks to weight errors," IEEE Trans. Neural Networks, vol. 1, pp. 71-80, 1990.
    • (1990) IEEE Trans. Neural Networks , vol.1 , pp. 71-80
    • Stevenson, M.1    Winter, R.2    Widrow, B.3
  • 5
    • 0026625982 scopus 로고
    • Sensitivity of multilayer perceptron with differentiable activation functions
    • J. Y. Choi and C. H. Choi, "Sensitivity of multilayer perceptron with differentiable activation functions," IEEE Trans. Neural Networks, vol. 3, pp. 101-107, 1992.
    • (1992) IEEE Trans. Neural Networks , vol.3 , pp. 101-107
    • Choi, J.Y.1    Choi, C.H.2
  • 6
    • 84943259479 scopus 로고    scopus 로고
    • Performance of multilayer neural networks in binary-to-binary mappings under weight errors
    • San Francisco, CA
    • N. S. Orzechowski, S. R. T. Kumara, and C. R. Das, "Performance of multilayer neural networks in binary-to-binary mappings under weight errors," in Proc. 1993 Int. Conf. Neural Networks, vol. III, San Francisco, CA, pp. 1684-1689.
    • Proc. 1993 Int. Conf. Neural Networks , vol.3 , pp. 1684-1689
    • Orzechowski, N.S.1    Kumara, S.R.T.2    Das, C.R.3
  • 7
    • 0026264289 scopus 로고
    • Fault models for artificial neural networks
    • Seattle, WA
    • G. Bolt, "Fault models for artificial neural networks," in Proc. Int. Joint Conf. Neural Networks, vol. II, Seattle, WA, 1991, pp. 1373-1378.
    • (1991) Proc. Int. Joint Conf. Neural Networks , vol.2 , pp. 1373-1378
    • Bolt, G.1
  • 8
    • 0038928495 scopus 로고
    • Remarks on interpolation and recognition using neural nets
    • San Mateo, CA: Morgan Kaufman
    • E. D. Sontag, "Remarks on interpolation and recognition using neural nets," in Advances in Neural Information Processing Systems 3. San Mateo, CA: Morgan Kaufman, 1991.
    • (1991) Advances in Neural Information Processing Systems 3
    • Sontag, E.D.1
  • 9
    • 0025448084 scopus 로고
    • Trellis codes, receptive fields, and fault tolerant, self repairing neural networks
    • June
    • T. Petsche and B. W. Dickinson, "Trellis codes, receptive fields, and fault tolerant, self repairing neural networks," IEEE Trans. Neural Networks, vol. 3, pp. 154-166, June 1992.
    • (1992) IEEE Trans. Neural Networks , vol.3 , pp. 154-166
    • Petsche, T.1    Dickinson, B.W.2
  • 11
    • 0026624311 scopus 로고    scopus 로고
    • Fault tolerance of pruned multilayer networks
    • Seattle, WA
    • B. E. Segee and M. J. Carter, "Fault tolerance of pruned multilayer networks," in Proc. Int. Joint Conf. Neural Networks, vol. II, Seattle, WA, pp. 447-452.
    • Proc. Int. Joint Conf. Neural Networks , vol.2 , pp. 447-452
    • Segee, B.E.1    Carter, M.J.2
  • 12
    • 0026220880 scopus 로고
    • Physically realistic fault models for analog CMOS neural networks
    • Sep.
    • D. B. I. Feltham and W. Maly, "Physically realistic fault models for analog CMOS neural networks," IEEE J. Solid State Circuits, pp. 1223-1229, Sep. 1991.
    • (1991) IEEE J. Solid State Circuits , pp. 1223-1229
    • Feltham, D.B.I.1    Maly, W.2
  • 13
    • 0026679384 scopus 로고
    • Maximally fault tolerant neural networks
    • Jan.
    • C. Neti, M. H. Schneider, and E. D. Young, "Maximally fault tolerant neural networks," IEEE Trans. Neural Networks, vol. 3, no. 1, pp. 14-23, Jan. 1992.
    • (1992) IEEE Trans. Neural Networks , vol.3 , Issue.1 , pp. 14-23
    • Neti, C.1    Schneider, M.H.2    Young, E.D.3
  • 14
    • 0026400249 scopus 로고
    • Fault tolerance and redundancy of neural nets for the classification of acoustical data
    • Toronto, Canada, May
    • M. D. Emmerson, "Fault tolerance and redundancy of neural nets for the classification of acoustical data," in Proc. Int. Conf. Acoust., Speech, Signal Processing (ICASSP), Toronto, Canada, vol. II, May 1991, pp. 1053-1056.
    • (1991) Proc. Int. Conf. Acoust., Speech, Signal Processing (ICASSP) , vol.2 , pp. 1053-1056
    • Emmerson, M.D.1
  • 15
    • 0006224582 scopus 로고
    • Fault tolerance of feedforward nets for classification tasks
    • Baltimore, MD, June
    • D. S. Phatak and I. Koren, "Fault tolerance of feedforward nets for classification tasks," in Proc. Int. Joint Conf. Neural Nets (IJCNN), vol. II, Baltimore, MD, June 1992, pp. 386-391.
    • (1992) Proc. Int. Joint Conf. Neural Nets (IJCNN) , vol.2 , pp. 386-391
    • Phatak, D.S.1    Koren, I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.