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Volumn , Issue , 2008, Pages 3313-3318

A new pruning algorithm for neural network dimension analysis

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL COMPLEXITY; COMPUTATIONAL METHODS; COMPUTER NETWORKS; ELECTRIC NETWORK TOPOLOGY; IMAGE CLASSIFICATION; MULTILAYER NEURAL NETWORKS; SENSITIVITY ANALYSIS; VEGETATION;

EID: 56349131357     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2008.4634268     Document Type: Conference Paper
Times cited : (10)

References (13)
  • 2
    • 0035273020 scopus 로고    scopus 로고
    • A fast Feed-Forward Training Algorithm Using a Modified Form of the Standard Back-Propagation Algorithm
    • Abid, S., Fnaiech, F., and Najim, M., "A fast Feed-Forward Training Algorithm Using a Modified Form of the Standard Back-Propagation Algorithm", IEEE Transactions on Neural Network (2001), Volume 12, Issue 2, pp.424430.
    • (2001) IEEE Transactions on Neural Network , vol.12 , Issue.2 , pp. 424430
    • Abid, S.1    Fnaiech, F.2    Najim, M.3
  • 3
    • 0032208720 scopus 로고    scopus 로고
    • The truth will come to light: Directions and challenges in extracting knowledge embedded within trained artificial neural networks
    • Andrews, R., Diederich, J., Golea, M., and Tickle, A.B., "The truth will come to light: Directions and challenges in extracting knowledge embedded within trained artificial neural networks", IEEE Transactions on Neural Networks (1998), Volume 9, Issue 6, pp. 1057-1068.
    • (1998) IEEE Transactions on Neural Networks , vol.9 , Issue.6 , pp. 1057-1068
    • Andrews, R.1    Diederich, J.2    Golea, M.3    Tickle, A.B.4
  • 4
    • 0003408496 scopus 로고    scopus 로고
    • University of California, Irvine, Department of Information and Computer Science
    • Blake, E. K. C. and Merz, C., "UCl repository of machine learning databases", University of California, Irvine, Department of Information and Computer Science, 1998.
    • (1998) UCl repository of machine learning databases
    • Blake, E.K.C.1    Merz, C.2
  • 6
    • 0035505658 scopus 로고    scopus 로고
    • A new pruning heuristic based on variance analysis of sensitivity Information
    • Engelbrecht, A.P., "A new pruning heuristic based on variance analysis of sensitivity Information", IEEE Transactions on Neural Networks (2001), Volume 12, Issue 6, pp.1389-1399.
    • (2001) IEEE Transactions on Neural Networks , vol.12 , Issue.6 , pp. 1389-1399
    • Engelbrecht, A.P.1
  • 10
    • 0025447562 scopus 로고
    • A simple procedure for pruning back-propagation trained neural networks
    • Kamin, E.D., "A simple procedure for pruning back-propagation trained neural networks", IEEE Transactions on Neural Networks (1990), Volume 1, Issue 2, pp.239-242.
    • (1990) IEEE Transactions on Neural Networks , vol.1 , Issue.2 , pp. 239-242
    • Kamin, E.D.1
  • 11
    • 0036789790 scopus 로고    scopus 로고
    • Marsland, S., Nehmzow, S.U., and Shapiro, J., A self-organizing network that grows when required, in Neural Networks, 15 (2002), Isuue 8-9, pp.1041-1058.
    • Marsland, S., Nehmzow, S.U., and Shapiro, J., "A self-organizing network that grows when required", in Neural Networks, Volume 15 (2002), Isuue 8-9, pp.1041-1058.
  • 12
    • 0000900876 scopus 로고
    • Skeletonization: A technique for trimming the fat from a network via relevance assessment
    • D.S. Touretzky, Ed, pp
    • Mozer, M. C. and Smolensky, P., "Skeletonization: A technique for trimming the fat from a network via relevance assessment," in Advances in Neural Information Processing (1989), D.S. Touretzky, Ed., pp.107-115.
    • (1989) Advances in Neural Information Processing , pp. 107-115
    • Mozer, M.C.1    Smolensky, P.2
  • 13
    • 0032674833 scopus 로고    scopus 로고
    • A formal selection and pruning algorithm for feedforward artificial neural network optimization
    • Ponnapalli, P.V.S., Ho, K.C., and Thomson, M., "A formal selection and pruning algorithm for feedforward artificial neural network optimization", IEEE Transactions on Neural Networks (1999), Volume 10, Issue 4, pp.964-968.
    • (1999) IEEE Transactions on Neural Networks , vol.10 , Issue.4 , pp. 964-968
    • Ponnapalli, P.V.S.1    Ho, K.C.2    Thomson, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.