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Volumn 3173, Issue , 2004, Pages 362-369

Learning long-term dependencies in segmented memory recurrent neural networks

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; RECURRENT NEURAL NETWORKS;

EID: 35048871535     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-28647-9_61     Document Type: Article
Times cited : (3)

References (11)
  • 1
    • 0028392483 scopus 로고
    • Learning Long-Term Dependencies with Gradient Descent is Difficult
    • Bengio, Y., Simard, P., Frasconi, P.: Learning Long-Term Dependencies with Gradient Descent is Difficult, IEEE Transactions on Neural Networks, vol. 5, no. 2, (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
  • 2
    • 0001419757 scopus 로고
    • Distributed Representations, Simple Recurrent Networks, and Grammatical Structure
    • Elman, J.L.: Distributed Representations, Simple Recurrent Networks, and Grammatical Structure, Machine Learning, vol. 7, (1991) 195-226
    • (1991) Machine Learning , vol.7 , pp. 195-226
    • Elman, J.L.1
  • 3
    • 85057230110 scopus 로고    scopus 로고
    • Hierarchical Recurrent Neural Networks for Long-Term Dependencies
    • Perrone, M., Mozer, M., Touretzky, D.D. ed., MIT Press
    • Hihi, S.E., Bengio, Y.: Hierarchical Recurrent Neural Networks for Long-Term Dependencies, Advances in Neural Information Processing Systems, Perrone, M., Mozer, M., Touretzky, D.D. ed., MIT Press, (1996) 493-499
    • (1996) Advances in Neural Information Processing Systems , pp. 493-499
    • Hihi, S.E.1    Bengio, Y.2
  • 6
    • 33646241633 scopus 로고    scopus 로고
    • Learning Long-Term Dependencies in NARX Recurrent Neural Networks
    • Lin, T., Horne, B.G., Tino, P., Giles, C.L.: Learning Long-Term Dependencies in NARX Recurrent Neural Networks, IEEE Trans. on Neural Networks, vol. 7, (1996) 1329-1337
    • (1996) IEEE Trans. on Neural Networks , vol.7 , pp. 1329-1337
    • Lin, T.1    Horne, B.G.2    Tino, P.3    Giles, C.L.4
  • 7
    • 0032123428 scopus 로고    scopus 로고
    • How Embedded Memory in Recurrent Neural Network Architectures Helps Learning Long-Term Temporal Dependencies
    • Lin, T., Horne, B.G., Giles, C.L.: How Embedded Memory in Recurrent Neural Network Architectures Helps Learning Long-Term Temporal Dependencies, Neural Networks, vol. 11, (1998) 861-868
    • (1998) Neural Networks , vol.11 , pp. 861-868
    • Lin, T.1    Horne, B.G.2    Giles, C.L.3
  • 8
    • 0031675929 scopus 로고    scopus 로고
    • Fast Training of Recurrent Networks Based on the em Algorithms
    • Ma, S., Ji, C.: Fast Training of Recurrent Networks Based on the EM Algorithms, IEEE Trans. on Neural Networks, vol. 9(1), (1998) 11-26
    • (1998) IEEE Trans. on Neural Networks , vol.9 , Issue.1 , pp. 11-26
    • Ma, S.1    Ji, C.2
  • 9
    • 0038241188 scopus 로고    scopus 로고
    • Latched Recurrent Neural Network
    • Branko Šter: Latched Recurrent Neural Network, Elektrotehniški vestnik, vol. 70(1-2), (2003) 46-51
    • (2003) Elektrotehniški Vestnik , vol.70 , Issue.1-2 , pp. 46-51
    • Šter, B.1
  • 10
    • 0025503558 scopus 로고
    • Backpropagation through Time: What It Does and How to Do It
    • Werbos, P.J.: Backpropagation through Time: What It Does and How to Do It, Proc. IEEE, vol. 78(10), (1990) 1550-1560
    • (1990) Proc. IEEE , vol.78 , Issue.10 , pp. 1550-1560
    • Werbos, P.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.