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Volumn , Issue , 2009, Pages 9-17

Advanced learning algorithms

Author keywords

[No Author keywords available]

Indexed keywords

NEURAL NETWORK TOPOLOGY; OPTIMAL SOLUTIONS; ORDER OF MAGNITUDE; TRAINING ALGORITHMS;

EID: 70350209385     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/INES.2009.4924730     Document Type: Conference Paper
Times cited : (8)

References (17)
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    • Lisbon, Portugal, March 18-20
    • B. M. Wilamowski, "Special Neural Network Architectures for Easy Implementations for Electronic Control" (keynote), POWERENG 2009, Lisbon, Portugal, March 18-20, 2009
    • (2009) POWERENG 2009
    • Wilamowski, B.M.1
  • 2
    • 50049135913 scopus 로고    scopus 로고
    • Method of Computing Gradient Vector and Jacobian Matrix in Arbitrarily Connected Neural Networks
    • Vigo, Spain, June, 4-7, pp
    • B. M. Wilamowski, N. Cotton, O. Kaynak, G. Dundar, "Method of Computing Gradient Vector and Jacobian Matrix in Arbitrarily Connected Neural Networks". Proc. IEEE ISIE, Vigo, Spain, June, 4-7, pp. 3298-3303, 2007
    • (2007) Proc. IEEE ISIE , pp. 3298-3303
    • Wilamowski, B.M.1    Cotton, N.2    Kaynak, O.3    Dundar, G.4
  • 7
    • 0025489075 scopus 로고    scopus 로고
    • The Self-organized Map
    • T. Kohonen, The Self-organized Map. Proc. IEEE 78(9):1464-1480
    • Proc. IEEE , vol.78 , Issue.9 , pp. 1464-1480
    • Kohonen, T.1
  • 8
    • 0008929555 scopus 로고
    • Embedding Fields: A Theory of Learning with Physiological Implications
    • Grossberg, S. 1969. Embedding Fields: a Theory of Learning with Physiological Implications. Journal of Mathematical Psychology 6:209-239
    • (1969) Journal of Mathematical Psychology , vol.6 , pp. 209-239
    • Grossberg, S.1
  • 9
    • 0001795753 scopus 로고
    • Generalization and Information Storage in Networks of Adaline Neurons
    • Spartan Books, pp
    • B. Widrow, "Generalization and Information Storage in Networks of Adaline Neurons", Self-Organizing Systems, 1962, Spartan Books, pp. 435-461
    • (1962) Self-Organizing Systems , pp. 435-461
    • Widrow, B.1
  • 10
    • 0022471098 scopus 로고
    • Learning Representations by Back-Propagating Errors
    • D. E., Rumenhart, G. E. Hinton, G. E. and R. J, Wiliams, "Learning Representations by Back-Propagating Errors", Nature, Vol. 323, pp. 533-536, 1986
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumenhart, G.E.1    Hinton, G.E.2    Wiliams, R.J.3
  • 12
    • 0027898202 scopus 로고    scopus 로고
    • B. M. Wilamowski, B. M. and L. Torvik, Modification of Gradient Computation in the Back-Propagation Algorithm, ANNIE'93 Intelligent Engineering Systems Through Artificial Neural Networks 3, pp. 175-180, ASME PRESS, New York 1993
    • B. M. Wilamowski, B. M. and L. Torvik, "Modification of Gradient Computation in the Back-Propagation Algorithm", ANNIE'93 Intelligent Engineering Systems Through Artificial Neural Networks Vol. 3, pp. 175-180, ASME PRESS, New York 1993
  • 13
    • 70350761449 scopus 로고    scopus 로고
    • A. A Miniani and R. D Williams. (1990). Acceleration of Back-Propagation through Learning Rate and Momentum Adaptation, Proceedings of International Joint Conference on Neural Networks, San Diego, CA, 1, 676-679
    • A. A Miniani and R. D Williams. (1990). "Acceleration of Back-Propagation through Learning Rate and Momentum Adaptation", Proceedings of International Joint Conference on Neural Networks, San Diego, CA, 1, 676-679
  • 14
    • 0003578240 scopus 로고    scopus 로고
    • An Empirical Study of Learning Speed in Backpropagation Networks
    • Tech. Report CMCU-CS-162, Carnegie-Mellon University, Computer Science Dep, 1988
    • S. Fahlman, "An Empirical Study of Learning Speed in Backpropagation Networks", Tech. Report CMCU-CS-162, Carnegie-Mellon University, Computer Science Dep., 1988
    • Fahlman, S.1
  • 16
    • 0024137490 scopus 로고
    • Increased Rates of Convergence through Learning Rate Adaptation
    • R. A. Jacobs, "Increased Rates of Convergence through Learning Rate Adaptation", Neural Networks, Vol. 1, 1988, pp. 295-307
    • (1988) Neural Networks , vol.1 , pp. 295-307
    • Jacobs, R.A.1
  • 17
    • 0028543366 scopus 로고
    • Training Feedforward Networks with the Marquardt Algorithm
    • M. T. Hagan and M. Menhaj, "Training Feedforward Networks with the Marquardt Algorithm", IEEE Transactions on Neural Networks, Vol. 5, No. 6, pp. 989-993, 1994
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.6 , pp. 989-993
    • Hagan, M.T.1    Menhaj, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.