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Volumn , Issue , 1995, Pages 493-499

Hierarchical Recurrent Neural Networks for Long-Term Dependencies

Author keywords

[No Author keywords available]

Indexed keywords

DYNAMICAL SYSTEMS; RECURRENT NEURAL NETWORKS;

EID: 85057230110     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (297)

References (22)
  • 1
    • 0000971250 scopus 로고
    • Credit assignment through time: Alternatives to back propagation
    • Cowan, J., Tesauro, G., and Alspector, J., editors, Morgan Kaufmann
    • Bengio, Y. and Frasconi, P. (1994). Credit assignment through time: Alternatives to back propagation. In Cowan, J., Tesauro, G., and Alspector, J., editors, Advances in Neural Information Processing Systems 6. Morgan Kaufmann.
    • (1994) Advances in Neural Information Processing Systems , vol.6
    • Bengio, Y.1    Frasconi, P.2
  • 2
  • 3
    • 85153946439 scopus 로고
    • An input/output HMM architecture
    • Tesauro, G., Touretzky, D., and Leen, T., editors, pages MIT Press, Cambridge, MA
    • Bengio, Y. and Frasconi, P. (1995b). An input/output HMM architecture. In Tesauro, G., Touretzky, D., and Leen, T., editors, Advances in Neural Information Processing Systems 7, pages 427-434. MIT Press, Cambridge, MA.
    • (1995) Advances in Neural Information Processing Systems , vol.7 , pp. 427-434
    • Bengio, Y.1    Frasconi, P.2
  • 4
    • 0001263162 scopus 로고
    • Globally trained handwritten word recognizer using spatial representation, space displacement neural networks and hidden Markov models
    • Cowan, J., Tesauro, G, and Alspector, J., editors, pages
    • Bengio, Y., LeCun, Y., and Henderson, D, (1994). Globally trained handwritten word recognizer using spatial representation, space displacement neural networks and hidden Markov models. In Cowan, J., Tesauro, G, and Alspector, J., editors, Advances in Neural Information Processing Systems 6, pages 937-944.
    • (1994) Advances in Neural Information Processing Systems , vol.6 , pp. 937-944
    • Bengio, Y.1    LeCun, Y.2    Henderson, D3
  • 5
    • 0028392483 scopus 로고
    • Learning long-term dependencies with gradient descent is difficult
    • Bengio, Y., Simard, P., and Frasconi, P. (1994). Learning long-term dependencies with gradient descent is difficult. IEEE Transactions on Neural Networks, 5 (2): 157-166.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.2 , pp. 157-166
    • Bengio, Y.1    Simard, P.2    Frasconi, P.3
  • 7
    • 0025482241 scopus 로고
    • The wavelet transform, time-frequency localization and signal analysis
    • Daubechies, I. (1990). The wavelet transform, time-frequency localization and signal analysis. IEEE Transaction on Information Theory, 36 (5):961-1005.
    • (1990) IEEE Transaction on Information Theory , vol.36 , Issue.5 , pp. 961-1005
    • Daubechies, I.1
  • 8
    • 0001234682 scopus 로고
    • Feudal reinforcement learning
    • Hanson, S. J., Cowan, J. D., and Giles, C. L., editors, San Mateo, CA. Morgan Kaufmann
    • Dayan, P. and Hinton, G. (1993). Feudal reinforcement learning. In Hanson, S. J., Cowan, J. D., and Giles, C. L., editors, Advances in Neural Information Processing Systems 5, San Mateo, CA. Morgan Kaufmann.
    • (1993) Advances in Neural Information Processing Systems , vol.5
    • Dayan, P.1    Hinton, G.2
  • 11
    • 0025254722 scopus 로고
    • A time-delay neural network architecture for isolated word recognition
    • Lang, K. J., Waibel, A. H., and Hinton, G. E. (1990). A time-delay neural network architecture for isolated word recognition. Neural Networks, 3:23-43.
    • (1990) Neural Networks , vol.3 , pp. 23-43
    • Lang, K. J.1    Waibel, A. H.2    Hinton, G. E.3
  • 13
    • 0020734214 scopus 로고
    • An introduction to the application of the theory of probabilistic functions of a Markov process to automatic speech recognition
    • Levinson, S., Rabiner, L., and Sondhi, M. (1983). An introduction to the application of the theory of probabilistic functions of a Markov process to automatic speech recognition. Bell System Technical Journal, 64 (4):1035-1074.
    • (1983) Bell System Technical Journal , vol.64 , Issue.4 , pp. 1035-1074
    • Levinson, S.1    Rabiner, L.2    Sondhi, M.3
  • 15
    • 0022594196 scopus 로고
    • An introduction to hidden Markov models
    • Rabiner, L. and Juang, B. (1986). An introduction to hidden Markov models. IEEE ASSP Magazine, pages 257-285.
    • (1986) IEEE ASSP Magazine , pp. 257-285
    • Rabiner, L.1    Juang, B.2
  • 16
    • 0003444646 scopus 로고
    • Learning internal representations by error propagation
    • Rumelhart, D. and McClelland, J., editors, chapter 8, pages MIT Press, Cambridge
    • Rumelhart, D., Hinton, G., and Williams, R. (1986). Learning internal representations by error propagation. In Rumelhart, D. and McClelland, J., editors, Parallel Distributed Processing, volume 1, chapter 8, pages 318-362. MIT Press, Cambridge.
    • (1986) Parallel Distributed Processing , vol.1 , pp. 318-362
    • Rumelhart, D.1    Hinton, G.2    Williams, R.3
  • 17
    • 85153929881 scopus 로고
    • Boltzmann chains and hidden markov models
    • Tesauro, G., Touretzky, D., and Leen, T., editors, pages MIT Press, Cambridge, MA
    • Saul, L. and Jordan, M. (1995). Boltzmann chains and hidden markov models. In Tesauro, G., Touretzky, D., and Leen, T., editors, Advances in Neural Information Processing Systems 7, pages 435-442, MIT Press, Cambridge, MA.
    • (1995) Advances in Neural Information Processing Systems , vol.7 , pp. 435-442
    • Saul, L.1    Jordan, M.2
  • 18
    • 0001033889 scopus 로고
    • Learning complex, extended sequences using the principle of history compression
    • Schmidhuber, J. (1992). Learning complex, extended sequences using the principle of history compression. Neural Computation, 4 (2):234-242.
    • (1992) Neural Computation , vol.4 , Issue.2 , pp. 234-242
    • Schmidhuber, J.1
  • 19
    • 84898772258 scopus 로고
    • Reverse TDNN: An architecture for trajectory generation
    • Moody, J., Hanson, S., and Lipmann, R., editors, pages Denver, CO. Morgan Kaufmann, San Mateo
    • Simard, P. and LeCun, Y. (1992). Reverse TDNN: An architecture for trajectory generation. In Moody, J., Hanson, S., and Lipmann, R., editors, Advances in Neural Information Processing Systems 4, pages 579-588, Denver, CO. Morgan Kaufmann, San Mateo.
    • (1992) Advances in Neural Information Processing Systems , vol.4 , pp. 579-588
    • Simard, P.1    LeCun, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.