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Volumn , Issue , 1997, Pages 627-633

Second-order learning algorithm with squared penalty term

Author keywords

[No Author keywords available]

Indexed keywords

CONVERGENCE PERFORMANCE; GENERALIZATION PERFORMANCE; PENALTY FACTOR; PENALTY TERM; SECOND ORDERS;

EID: 0039816623     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (5)

References (12)
  • 1
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    • (1992) Neural Computation , vol.4 , Issue.2 , pp. 141-166
    • Battiti, R.1
  • 3
    • 0000991092 scopus 로고
    • Comparing biases for minimal network construction with back-propagation
    • D. S. Touretzky (ed.), San Mateo, CA: Morgan Kaufmann
    • Hanson, S.J. & Pratt, L. Y. (1989) Comparing biases for minimal network construction with back-propagation. In D. S. Touretzky (ed.), Advances in Neural Processing Systems, Volume 1, pp. 177-185. San Mateo, CA: Morgan Kaufmann.
    • (1989) Advances in Neural Processing Systems , vol.1 , pp. 177-185
    • Hanson, S.J.1    Pratt, L.Y.2
  • 4
    • 84977125093 scopus 로고
    • Learning translation invariant recognition in massively parallel networks
    • J. W. de Bakker, A. J. Nijman and P. C. Treleaven (eds.), Berlin: Springer-Verlag
    • Hinton, G.E. (1987) Learning translation invariant recognition in massively parallel networks. In J. W. de Bakker, A. J. Nijman and P. C. Treleaven (eds.), Proceedings PARLE Conference on Parallel Architectures and Languages Europe, pp. 1-13. Berlin: Springer-Verlag.
    • (1987) Proceedings PARLE Conference on Parallel Architectures and Languages Europe , pp. 1-13
    • Hinton, G.E.1
  • 5
    • 0003449618 scopus 로고
    • A structural learning algorithm with forgetting of link weight
    • Tsukuba-City, Japan
    • Ishikawa, M. (1990) A structural learning algorithm with forgetting of link weight. Tech. Rep. TR-90-7, Electrotechnical Lab. Tsukuba-City, Japan.
    • (1990) Tech. Rep. TR-90-7, Electrotechnical Lab
    • Ishikawa, M.1
  • 6
    • 0001025418 scopus 로고
    • Bayesian interpolation
    • MacKay, D.J.C. (1992) Bayesian interpolation. Neural Computation 4(3):415-447.
    • (1992) Neural Computation , vol.4 , Issue.3 , pp. 415-447
    • MacKay, D.J.C.1
  • 7
    • 0027205884 scopus 로고
    • A scaled conjugate gradient algorithm for fast supervised learning
    • Møller, M.F. (1993) A scaled conjugate gradient algorithm for fast supervised learning. Neural Networks 6(4):525-533.
    • (1993) Neural Networks , vol.6 , Issue.4 , pp. 525-533
    • Møller, M.F.1
  • 8
    • 0025056697 scopus 로고
    • Regularization algorithms for learning that are equivalent to multilayer networks
    • Poggio, T. &; Girosi, F. (1990) Regularization algorithms for learning that are equivalent to multilayer networks. Science 247:978-982.
    • (1990) Science , vol.247 , pp. 978-982
    • Poggio, T.1    Girosi, F.2
  • 9
    • 0030631963 scopus 로고    scopus 로고
    • Partial BFGS update and efficient step-length calculation for three-layer neural networks
    • in press
    • Saito, K. &; Nakano, R. (1997) Partial BFGS update and efficient step-length calculation for three-layer neural networks. Neural Computation 9(1):239-257 (in press).
    • (1997) Neural Computation , vol.9 , Issue.1 , pp. 239-257
    • Saito, K.1    Nakano, R.2
  • 10
    • 0002824981 scopus 로고
    • Speeding up backpropagation
    • R. Eckmiller (ed.), Amsterdam: North-Holland
    • Silva, F.M. & Almeida, L.B. (1990) Speeding up backpropagation. In R. Eckmiller (ed.), Advanced Neural Computers, pp. 151-160. Amsterdam: North-Holland.
    • (1990) Advanced Neural Computers , pp. 151-160
    • Silva, F.M.1    Almeida, L.B.2
  • 12
    • 0000673452 scopus 로고
    • Bayesian regularization and pruning using a Laplace prior
    • Williams, P.M. (1995) Bayesian regularization and pruning using a Laplace prior. Neural Computation 7(1):117-143.
    • (1995) Neural Computation , vol.7 , Issue.1 , pp. 117-143
    • Williams, P.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.