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Volumn 17, Issue 2, 2003, Pages 175-190

Efficient learning in adaptive processing of data structures

Author keywords

Adaptive processing of data structures; Backpropagation through structures; Long term dependency problem

Indexed keywords

ALGORITHMS; BACKPROPAGATION; LEARNING SYSTEMS; NEURAL NETWORKS;

EID: 0038511948     PISSN: 13704621     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1023680629977     Document Type: Article
Times cited : (19)

References (13)
  • 1
    • 0037480468 scopus 로고    scopus 로고
    • Adaptive processing of data structures: An expository overview and comments
    • Faculty of Informatics, University of Wollongong, Australia
    • Tsoi, A. C.: Adaptive processing of data structures: an expository overview and comments. Technical report, Faculty of Informatics, University of Wollongong, Australia, 1998.
    • (1998) Technical Report
    • Tsoi, A.C.1
  • 3
    • 0031145983 scopus 로고    scopus 로고
    • Supervised neural networks for classification of structures
    • Sperduti, A. and Starita, A.: Supervised Neural Networks for Classification of Structures, IEEE Transactions on Neural Networks, 8(3) (1997), 714-735.
    • (1997) IEEE Transactions on Neural Networks , vol.8 , Issue.3 , pp. 714-735
    • Sperduti, A.1    Starita, A.2
  • 4
    • 0029727454 scopus 로고    scopus 로고
    • Learning task-dependent distributed representations by back-propagation through structure
    • Goller, C. and Kuchler, A.: Learning task-dependent distributed representations by back-propagation through structure, in IEEE International Conference on Neural Networks, pp. 347-352, 1996.
    • (1996) IEEE International Conference on Neural Networks , pp. 347-352
    • Goller, C.1    Kuchler, A.2
  • 7
    • 0028392483 scopus 로고
    • Learning long-term dependencies with gradient descent is difficult
    • March
    • Bengio, Y., Simard, P. and Frasconi, P.: Learning Long-Term Dependencies with Gradient Descent is Difficult, IEEE Transactions on Neural Networks, 5(2) March (1994), 157-166.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.2 , pp. 157-166
    • Bengio, Y.1    Simard, P.2    Frasconi, P.3
  • 10
    • 0029373724 scopus 로고
    • Training neural nets with the reactive tabu search
    • Battiti, R. and Tecchiolli, G.: Training neural nets with the reactive tabu search, IEEE Transactions on Neural Networks, 6(5) (1995), 1185-1200.
    • (1995) IEEE Transactions on Neural Networks , vol.6 , Issue.5 , pp. 1185-1200
    • Battiti, R.1    Tecchiolli, G.2
  • 11
    • 0030104504 scopus 로고    scopus 로고
    • Global optimization for neural networks training
    • Shang, Y. and Wah, B. W.: Global optimization for neural networks training, IEEE Computer, 29(3) (1996), 45-54.
    • (1996) IEEE Computer , vol.29 , Issue.3 , pp. 45-54
    • Shang, Y.1    Wah, B.W.2
  • 12
    • 0032935466 scopus 로고    scopus 로고
    • Training multi-layer neural networks using fast global learning algorithm - Least squares and penalized optimization methods
    • Cho, S. Y. and Chow, T. W. S.: Training multi-layer neural networks using fast global learning algorithm - least squares and penalized optimization methods, Neurocomputing, 25(1999), 115-131.
    • (1999) Neurocomputing , vol.25 , pp. 115-131
    • Cho, S.Y.1    Chow, T.W.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.