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Volumn 12, Issue 1, 1999, Pages 79-89

Subset-based training and pruning of sigmoid neural networks

Author keywords

Jacobian matrix; Neural networks; Nonlinear least squares; Pruning; Rank deficiency; Subset based updating; Training; Trust regions

Indexed keywords

ALGORITHMS; CONVERGENCE OF NUMERICAL METHODS; LEARNING SYSTEMS; MATRIX ALGEBRA; VECTORS;

EID: 0032980978     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0893-6080(98)00105-1     Document Type: Article
Times cited : (10)

References (18)
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    • D.S. Touretzky Ed. San Mateo, CA: Morgan Kaufmann.
    • In D.S. Touretzky (Ed.), Advances in neural information processing systems (Vol. 2, pp. 598-605). San Mateo, CA: Morgan Kaufmann.
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    • Generalization by weight-elimination with application to forecasting
    • R.P. Lippmann, J.E. Moody, & D.S. Touretzky (Eds.), San Mateo, CA: Morgan Kaufmann.
    • Weigend, A.S., Rumelhart, D.E., & Huberman, B.A., Generalization by weight-elimination with application to forecasting. In R.P. Lippmann, J.E. Moody, & D.S. Touretzky (Eds.), Advances in neural information processing systems (Vol. 3, pp. 857-882). San Mateo, CA: Morgan Kaufmann.
    • Advances in Neural Information Processing Systems , vol.3 , pp. 857-882
    • Weigend, A.S.1    Rumelhart, D.E.2    Huberman, B.A.3
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    • Predicting sunspots and exchange rates with connectionist networks
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    • Weigend, A.S., Huberman, B.A., & Rumelhart, D.E. (1992). Predicting sunspots and exchange rates with connectionist networks. In M. Casdagli, & S. Eubank (Eds.), Nonlinear modeling and forecasting (pp. 395-432). Redwood City, CA: Addison-Wesley.
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.