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Volumn , Issue , 2010, Pages 407-414

Boosted backpropagation learning for training deep modular networks

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION LEARNING; DIVIDE AND CONQUER; ERROR PROPAGATION; EXISTING SYSTEMS; FUNCTIONAL MODULES; GRADIENT DESCENT; HARD PROBLEMS; LEARNING MACHINES; LOCAL OPTIMA; MODULAR LEARNING; MODULAR NETWORK; PARAMETER SPACES; SEPARATION OF CONCERNS; SIMPLE ALGORITHM;

EID: 77956534703     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (15)

References (20)
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    • 77953344311 scopus 로고    scopus 로고
    • PhD thesis, The Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, USA
    • Bradley, D. M. Learning in Modular Systems. PhD thesis, The Robotics Institute, Carnegie Mellon University, Pittsburgh, PA, USA, 2009.
    • (2009) Learning in Modular Systems
    • Bradley, D.M.1
  • 5
    • 0035470889 scopus 로고    scopus 로고
    • Greedy function approximation: A gradient boosting machine
    • Friedman, J. H. Greedy function approximation: A gradient boosting machine. Annals of Statistics, 29:1189- 1232, 2000.
    • (2000) Annals of Statistics , vol.29 , pp. 1189-1232
    • Friedman, J.H.1
  • 8
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • Hinton, G. E., Osindero, S. and Teh, Y. A fast learning algorithm for deep belief nets. Neural Computation, 18 :1527-1554, 2006.
    • (2006) Neural Computation , vol.18 , pp. 1527-1554
    • Hinton, G.E.1    Osindero, S.2    Teh, Y.3
  • 11
    • 33747598711 scopus 로고    scopus 로고
    • Natural language grammatical inference with recurrent neural networks
    • Lawrence, S., Giles, C. L. and Fong, S. Natural language grammatical inference with recurrent neural networks. IEEE Trans, on Knowl. and Data Eng., 12(1):126-140, 2000.
    • (2000) IEEE Trans, on Knowl. and Data Eng. , vol.12 , Issue.1 , pp. 126-140
    • Lawrence, S.1    Giles, C.L.2    Fong, S.3
  • 13
    • 0032203257 scopus 로고    scopus 로고
    • Gradient-based learning applied to document recognition
    • LeCun, Y., Bottou, L., Bengio, Y. and Haffner, P. Gradient-based learning applied to document recognition. Proc. of the IEEE, 86(11) : 2278-2324, 1998.
    • (1998) Proc. of the IEEE , vol.86 , Issue.11 , pp. 2278-2324
    • LeCun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4
  • 15
    • 67650957592 scopus 로고    scopus 로고
    • Learning to search: Functional gradient techniques for imitation learning
    • July
    • Ratliff, N., Silver, D. and Bagnell, J. A. Learning to search: Functional gradient techniques for imitation learning. Autonomous Robots, 27(1):25-53, July 2009.
    • (2009) Autonomous Robots , vol.27 , Issue.1 , pp. 25-53
    • Ratliff, N.1    Silver, D.2    Bagnell, J.A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.