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Volumn 12, Issue 11, 2002, Pages 1009-1028

Gradient-based parameter optimization for systems containing discrete-valued functions

Author keywords

Backpropagation; Hard limiter; Neural network; Optimization

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; BACKPROPAGATION; DECISION MAKING; DIFFERENTIATION (CALCULUS); GRADIENT METHODS; LARGE SCALE SYSTEMS; MULTILAYER NEURAL NETWORKS; OPTIMIZATION; PARAMETER ESTIMATION; PROBLEM SOLVING; SPURIOUS SIGNAL NOISE;

EID: 0036738766     PISSN: 10498923     EISSN: None     Source Type: Journal    
DOI: 10.1002/rnc.729     Document Type: Article
Times cited : (9)

References (22)
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  • 7
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    • Using random weights to train multilayer networks of hard-limiting units
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    • Bartlett, P.L.1    Downs, T.2
  • 8
    • 0000476523 scopus 로고
    • A study of rough amplitude quantization by means of Nyquist sampling theory
    • Widrow B. A study of rough amplitude quantization by means of Nyquist sampling theory. IRE Transactions of the Professional Group on Circuit Theory 1956; CT-3(4):266-276.
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  • 9
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    • The effects of adding noise during backpropagation training on generalization performance
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  • 10
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    • Enhanced mlp performance and fault tolerance resulting from synaptic weight noise during training
    • Murray AF, Edwards PJ Enhanced mlp performance and fault tolerance resulting from synaptic weight noise during training. IEEE Transactions on Neural Networks 1994; 5(5):792-802.
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    • Murray, A.F.1    Edwards, P.J.2
  • 12
    • 0010441287 scopus 로고
    • Experiments in neural network control of a free-flying space robot
    • Proceedings of the Fifth Workshop on Neural Networks: Academic/Industrial/NASA/Defense
    • Wilson E. Experiments in neural network control of a free-flying space robot. Proceedings of the Fifth Workshop on Neural Networks: Academic/Industrial/NASA/Defense 1993; 204-209; SPIE. proceedings of the SPIE, vol. 2204.
    • (1993) SPIE. proceedings of the SPIE , vol.2204 , pp. 204-209
    • Wilson, E.1
  • 13
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    • Backpropagation learning for systems with discrete-valued functions
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    • MATLAB is a registered trademark of The MathWorks, Inc., 24 Prime Park Way, Natick, MA 01760, 508-647-7000
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    • Experiments in control of a free-flying space robot using fully-connected neural networks
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.