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Volumn , Issue , 2004, Pages 849-852

A modified version of a formal pruning algorithm based on local relative variance analysis

Author keywords

Feedforward Artificial Neural Network (FANN); Parameter Variance Nullity (PVN); Pruning Algorithm

Indexed keywords

ALGORITHMS; MATHEMATICAL MODELS; MULTILAYER NEURAL NETWORKS; NEUROLOGY; PERTURBATION TECHNIQUES; PROBLEM SOLVING; SURGERY;

EID: 3042552333     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (15)

References (13)
  • 2
    • 0027850951 scopus 로고
    • Removal of hidden units and weights for Back Propagation Networks
    • M. Hagiwara, "Removal of hidden units and weights for Back Propagation Networks" Proceeding of 1991 IJCNN, Vol. l, pp 351-354, 1993.
    • (1993) Proceeding of 1991 IJCNN , vol.1 , pp. 351-354
    • Hagiwara, M.1
  • 6
    • 0031142667 scopus 로고    scopus 로고
    • An iterative pruning algorithm for feed-forward Neural Networks
    • May
    • G. Castellano, and A. M. Fanelli, "An Iterative Pruning Algorithm for Feed-forward Neural Networks" IEEE Transactions on Neural Networks, vol.8, No. 3, May 1997.
    • (1997) IEEE Transactions on Neural Networks , vol.8 , Issue.3
    • Castellano, G.1    Fanelli, A.M.2
  • 7
    • 3042568083 scopus 로고    scopus 로고
    • A new feedforward Neural Network pruning algorithm: Iterative-SSM pruning
    • Man and Cybernetics
    • N. Fnaiech, F. Fnaiech and M. Cheriet, "A New Feedforward Neural Network Pruning Algorithm: Iterative-SSM Pruning," IEEE International Conference on Systems, Man and Cybernetics, 6-9
    • IEEE International Conference on Systems , pp. 6-9
    • Fnaiech, N.1    Fnaiech, F.2    Cheriet, M.3
  • 8
    • 0035505658 scopus 로고    scopus 로고
    • A new pruning heuristic based on variance analysis of sensitivity information
    • November
    • A. P. Engelbrecht" A new pruning heuristic based on variance analysis of sensitivity information" IEEE Transaction on neural Networks Vol.12, No 6, November 2001.
    • (2001) IEEE Transaction on Neural Networks , vol.12 , Issue.6
    • Engelbrecht, A.P.1
  • 9
    • 0032674833 scopus 로고    scopus 로고
    • A formal selection and Pruning algorithm for Feedforward artificial Neural Network optimization
    • July
    • P. V. S. Pannopalli, K. C. Ho, and M. Thomson" A formal selection and Pruning algorithm for Feedforward artificial Neural Network optimization" IEEE Transaction on Neural Networks, Vol.10, No 4, July 1999
    • (1999) IEEE Transaction on Neural Networks , vol.10 , Issue.4
    • Pannopalli, P.V.S.1    Ho, K.C.2    Thomson, M.3
  • 11
    • 3042603788 scopus 로고    scopus 로고
    • A pruned multilayer Neural Network for brain diseases classification
    • 21-23 July, School of Engineering, Sheffield, England
    • N. Fnaiech, M. Sayadi, F. Fnaiech, B. W. Jervis and M. Cheriet "A pruned multilayer neural network for brain diseases classification" Conference NNESMED 2003, 21-23 July 2003 School of Engineering, Sheffield, England
    • (2003) Conference NNESMED 2003
    • Fnaiech, N.1    Sayadi, M.2    Fnaiech, F.3    Jervis, B.W.4    Cheriet, M.5
  • 12
    • 0035273020 scopus 로고    scopus 로고
    • A fast feed-forward training algorithm using a modified form of the standard back-propagation algorithm
    • March
    • S. Abid, F. Fnaiech and M. Najim, "A fast Feed-Forward Training Algorithm Using a Modified Form of the Standard Back-Propagation Algorithm" IEEE Transactions on Neural Network, pp. 424430, March 2001.
    • (2001) IEEE Transactions on Neural Network , pp. 424430
    • Abid, S.1    Fnaiech, F.2    Najim, M.3
  • 13
    • 84960899449 scopus 로고    scopus 로고
    • A new Neural Network pruning method based on the singular value decomposition and the weight initialisation
    • September, Toulouse, France
    • S. Abid, F. Fnaiech, M. Najim "A new Neural Network pruning method based on the singular value decomposition and the weight initialisation" XI European Signal Processing Conference, EUSIPCO'02,Vol. 1, pp. 364-367, September 2002, Toulouse, France
    • (2002) XI European Signal Processing Conference, EUSIPCO'02 , vol.1 , pp. 364-367
    • Abid, S.1    Fnaiech, F.2    Najim, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.