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Volumn 108 LNICST, Issue , 2012, Pages 68-74

Multilayer feed-forward artificial neural network integrated with sensitivity based connection pruning method

Author keywords

generalization; global error; pruning algorithm; Sensitivity measure

Indexed keywords

FEED-FORWARD; FEED-FORWARD ARTIFICIAL NEURAL NETWORKS; GENERALIZATION; GENERALIZATION ABILITY; GLOBAL ERRORS; HANDWRITTEN NUMERAL RECOGNITION; NETWORK ERRORS; PRUNING ALGORITHMS; PRUNING METHODS; SENSITIVITY MEASURES;

EID: 84873946051     PISSN: 18678211     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-35615-5_10     Document Type: Conference Paper
Times cited : (2)

References (10)
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    • 0033699722 scopus 로고    scopus 로고
    • Overfitting and Neural Networks: Conjugate Gradient and Backpropagation
    • IEEE Computer Society, Los Alamitos
    • Steve, L., Lee Giles, C.: Overfitting and Neural Networks: Conjugate Gradient and Backpropagation. In: International Joint Conference on Neural Networks, pp. 114-119. IEEE Computer Society, Los Alamitos (2000)
    • (2000) International Joint Conference on Neural Networks , pp. 114-119
    • Steve, L.1    Lee Giles, C.2
  • 2
    • 0001160588 scopus 로고
    • What size net gives valid generalization?
    • Baum, E.B., Haussler, D.: What size net gives valid generalization? Neural Comuta. 1, 151-160 (1989)
    • (1989) Neural Comuta. , vol.1 , pp. 151-160
    • Baum, E.B.1    Haussler, D.2
  • 6
    • 0027662338 scopus 로고
    • Pruning Algorithms-A Survey
    • Reed, R.: Pruning Algorithms-A Survey. IEEE Trans. on Neural Network 4(5), 740-747 (1993)
    • (1993) IEEE Trans. on Neural Network , vol.4 , Issue.5 , pp. 740-747
    • Reed, R.1
  • 7
    • 0025447562 scopus 로고
    • A Simple Procedure for Pruning Back-Propagation Trained Neural Networks
    • Karnin, E.D.: A Simple Procedure for Pruning Back-Propagation Trained Neural Networks. IEEE Transaction on Neural Network 1(2), 239 (1990)
    • (1990) IEEE Transaction on Neural Network , vol.1 , Issue.2 , pp. 239
    • Karnin, E.D.1
  • 9
    • 0000900876 scopus 로고
    • Skeletonization: A technique for trimming the fat from a network via relevance assessment
    • Morgan Kaufmann
    • Mozer, M.C., Smolensky, P.: Skeletonization: a technique for trimming the fat from a network via relevance assessment. In: Advances in Neural Information Processing Systems 1, pp. 107-115. Morgan Kaufmann (1988)
    • (1988) Advances in Neural Information Processing Systems , vol.1 , pp. 107-115
    • Mozer, M.C.1    Smolensky, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.