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Volumn , Issue , 1995, Pages 563-569

Tempering Backpropagation Networks: Not All Weights are Created Equal

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARKING; LEARNING ALGORITHMS; NETWORK LAYERS;

EID: 85156239724     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (6)

References (10)
  • 1
    • 0002989907 scopus 로고
    • Learning and statistical inference
    • Arbib, M. A., editor, pages MIT Press, Cambridge
    • Amari, S.-I. (1995). Learning and statistical inference. In Arbib, M. A., editor, The Handbook of Brain Theory and Neurai Networks, pages 522-526. MIT Press, Cambridge.
    • (1995) The Handbook of Brain Theory and Neurai Networks , pp. 522-526
    • Amari, S.-I.1
  • 2
    • 0001024110 scopus 로고
    • First- and second-order methods for learning: Between steepest descent and Newton's method
    • Battiti, T (1992). First- and second-order methods for learning: Between steepest descent and Newton's method. Neural Computation, 4 (2):141-166.
    • (1992) Neural Computation , vol.4 , Issue.2 , pp. 141-166
    • Battiti, T1
  • 5
    • 0024137490 scopus 로고
    • Increased rates of convergence through learning rate adaptation
    • Jacobs, R. (1988). Increased rates of convergence through learning rate adaptation. Neural Networks, 1:295-307.
    • (1988) Neural Networks , vol.1 , pp. 295-307
    • Jacobs, R.1
  • 6
    • 0000638998 scopus 로고
    • A cost function for internal representations
    • Touretzky, D. S., editor, pages Denver, CO, 1989. Morgan Kaufmann, San Mateo
    • Krogh, A., Thorbergsson, G., and Hertz, J. A. (1990). A cost function for internal representations. In Touretzky, D. S., editor, Advances in Neural Information Processing Systems, volume 2, pages 733-740, Denver, CO, 1989. Morgan Kaufmann, San Mateo.
    • (1990) Advances in Neural Information Processing Systems , vol.2 , pp. 733-740
    • Krogh, A.1    Thorbergsson, G.2    Hertz, J. A.3
  • 8
    • 0009772169 scopus 로고
    • Second order properties of error surfaces: Learning time and generalization
    • Lippmann, R. P., Moody, J. E., and Touretzky, D. S., editors, pages Denver, CO, 1990. Morgan Kaufmann, San Mateo
    • LeCun, Y, Kanter, L, and Solla, S. A. (1991). Second order properties of error surfaces: Learning time and generalization. In Lippmann, R. P., Moody, J. E., and Touretzky, D. S., editors, Advances in Neural Information Processing Systems, volume 3, pages 918-924, Denver, CO, 1990. Morgan Kaufmann, San Mateo.
    • (1991) Advances in Neural Information Processing Systems , vol.3 , pp. 918-924
    • LeCun, Y1    Kanter, L2    Solla, S. A.3
  • 9
    • 0001569746 scopus 로고    scopus 로고
    • Biologically plausible error-driven learning using local activation differences: The generalized recirculation algorithm
    • O'Reilly, R. C. (1996). Biologically plausible error-driven learning using local activation differences: The generalized recirculation algorithm. Neural Computation, 8.
    • (1996) Neural Computation , vol.8
    • O'Reilly, R. C.1
  • 10
    • 0003794792 scopus 로고
    • Technical Report CMU-CS-86-126, Department of Computer Science, Carnegie Mellon University, Pittsburgh, PA
    • Plaut, D., Nowlan, S., and Hinton, G. (1986). Experiments on learning by back propagation. Technical Report CMU-CS-86-126, Department of Computer Science, Carnegie Mellon University, Pittsburgh, PA.
    • (1986) Experiments on learning by back propagation
    • Plaut, D.1    Nowlan, S.2    Hinton, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.