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Volumn 8131 LNCS, Issue , 2013, Pages 82-89

Variational foundations of online backpropagation

Author keywords

dissipative systems; local minima; on line Backpropagation; principle of least action; regularization

Indexed keywords

ALL-AT-ONCE; DISSIPATIVE SYSTEMS; LOCAL MINIMUMS; ONLINE LEARNING; OPTIMIZATION PROBLEMS; PRINCIPLE OF LEAST ACTION; REAL-WORLD PROBLEM; REGULARIZATION;

EID: 84884955557     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-40728-4_11     Document Type: Conference Paper
Times cited : (10)

References (9)
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    • Gnecco, G., Gori, M., Sanguineti, M.: Learning with boundary conditions. Neural computation 25(4), 1029-1106 (2013)
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    • Gnecco, G.1    Gori, M.2    Sanguineti, M.3
  • 4
    • 0029732480 scopus 로고    scopus 로고
    • Optimal convergence of on-line backpropagation
    • Gori, M., Maggini, M.: Optimal convergence of on-line backpropagation. IEEE Transactions on Neural Networks 7(1), 251-254 (1996)
    • (1996) IEEE Transactions on Neural Networks , vol.7 , Issue.1 , pp. 251-254
    • Gori, M.1    Maggini, M.2
  • 6
    • 84967848433 scopus 로고
    • A variational principle and the classical and quantum mechanics of the damped harmonic oscillator
    • Herrera, L., Nunez, L., Patino, A., Rago, H.: A variational principle and the classical and quantum mechanics of the damped harmonic oscillator. American Journal of Physics 53(3), 273 (1985)
    • (1985) American Journal of Physics , vol.53 , Issue.3 , pp. 273
    • Herrera, L.1    Nunez, L.2    Patino, A.3    Rago, H.4
  • 7
    • 0025751820 scopus 로고
    • Approximation capabilities of multilayer feedforward networks
    • Hornik, K.: Approximation capabilities of multilayer feedforward networks. Neural Networks 4(2), 251-257 (1991)
    • (1991) Neural Networks , vol.4 , Issue.2 , pp. 251-257
    • Hornik, K.1
  • 8
    • 0022471098 scopus 로고
    • Learning representations by backpropagating errors
    • Rumelhart, D.E., Hintont, G.E., Williams, R.J.: Learning representations by backpropagating errors. Nature 323(6088), 533-536 (1986)
    • (1986) Nature , vol.323 , Issue.6088 , pp. 533-536
    • Rumelhart, D.E.1    Hintont, G.E.2    Williams, R.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.