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Volumn 8, Issue 6, 1997, Pages 1321-1327

Nonlinear backpropagation: Doing backpropagation without derivatives of the activation function

Author keywords

Backpropagation; Neural networks; Neural network implementation; Recurrent backpropagation

Indexed keywords

COMPUTER SIMULATION; FEEDFORWARD NEURAL NETWORKS; LEARNING ALGORITHMS; MATHEMATICAL MODELS; NONLINEAR EQUATIONS; RECURSIVE FUNCTIONS; VLSI CIRCUITS;

EID: 0031274112     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/72.641455     Document Type: Article
Times cited : (26)

References (14)
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    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 2
    • 0023563286 scopus 로고
    • A learning rule for asynchronous perceptrons with feedback in a combinatorial environment
    • M. Caudill and C. Butler, Eds. San Diego, CA
    • L. B. Almeida, "A learning rule for asynchronous perceptrons with feedback in a combinatorial environment," in IEEE Int. Conf. Neural Networks, M. Caudill and C. Butler, Eds. San Diego, CA, vol. 2, 1987, pp. 609-618.
    • (1987) IEEE Int. Conf. Neural Networks , vol.2 , pp. 609-618
    • Almeida, L.B.1
  • 3
    • 0000442791 scopus 로고
    • Generalization of backpropagation to recurrent neural networks
    • F. J. Pineda, "Generalization of backpropagation to recurrent neural networks," Phys. Rev. Letters, vol. 59, pp. 2229-2232, 1987.
    • (1987) Phys. Rev. Letters , vol.59 , pp. 2229-2232
    • Pineda, F.J.1
  • 4
    • 0000383868 scopus 로고
    • Parallel networks that learn to pronounce English text
    • T. J. Sejnowski and C. R. Rosenberg, "Parallel networks that learn to pronounce English text," Complex Syst., vol. 1, pp. 145-168, 1987.
    • (1987) Complex Syst. , vol.1 , pp. 145-168
    • Sejnowski, T.J.1    Rosenberg, C.R.2
  • 7
    • 0001336749 scopus 로고
    • Accelerated learning in layered neural networks
    • S. A. Solla, E. Levin, and M. Fleisher, "Accelerated learning in layered neural networks," Complex Syst., vol. 2, pp. 625-639, 1988.
    • (1988) Complex Syst. , vol.2 , pp. 625-639
    • Solla, S.A.1    Levin, E.2    Fleisher, M.3
  • 8
    • 0027791531 scopus 로고
    • On-chip learning with analog VLSI neural networks
    • L. Tarassenko, J. Tombs, and G. Cairns, "On-chip learning with analog VLSI neural networks," Int. J. Neural Syst., vol. 4, no. 4, pp. 419-426, 1993.
    • (1993) Int. J. Neural Syst. , vol.4 , Issue.4 , pp. 419-426
    • Tarassenko, L.1    Tombs, J.2    Cairns, G.3
  • 9
    • 0345454417 scopus 로고
    • Analog VLSI implementation of backpropagation learning in artificial neural networks
    • T. Lehmann and E. Bruun, "Analog VLSI implementation of backpropagation learning in artificial neural networks," in Proc. 11th European Conf. Circuit Theory and Design, 1993, pp. 491-496.
    • (1993) Proc. 11th European Conf. Circuit Theory and Design , pp. 491-496
    • Lehmann, T.1    Bruun, E.2
  • 11
    • 0027678791 scopus 로고
    • Generation of a neuron transfer function and its derivative
    • G. Bogason, "Generation of a neuron transfer function and its derivative," Electron. Lett., vol. 29, pp. 1867-1869, 1993.
    • (1993) Electron. Lett. , vol.29 , pp. 1867-1869
    • Bogason, G.1
  • 12
    • 0028495068 scopus 로고
    • An all-analog expandable neural-network LSI with on-chip backpropagation learning
    • T. Morie and Y. Amemiya, "An all-analog expandable neural-network LSI with on-chip backpropagation learning," IEEE J. Solid-State Circuits, vol. 29, pp. 1086-1093, 1994.
    • (1994) IEEE J. Solid-State Circuits , vol.29 , pp. 1086-1093
    • Morie, T.1    Amemiya, Y.2
  • 13
    • 85132038075 scopus 로고
    • On-chip learning in the analog domain with limited precision circuits
    • A. J. Montalvo, P. W. Hollis, and J. J. Paulos, "On-chip learning in the analog domain with limited precision circuits," in Int. Symp. Circuits Syst., 1992, pp. I-196-I-201.
    • (1992) Int. Symp. Circuits Syst.
    • Montalvo, A.J.1    Hollis, P.W.2    Paulos, J.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.