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Volumn 42, Issue 8, 1995, Pages 499-502

Learning a Simple Recurrent Neural State Space Model to Behave Like Chua's Double Scroll

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; CHAOS THEORY; COMPUTER SIMULATION; ELECTRIC NETWORK SYNTHESIS; LEARNING SYSTEMS; MATHEMATICAL MODELS; OPTIMIZATION; RANDOM PROCESSES; SENSITIVITY ANALYSIS; STATE SPACE METHODS; STATISTICAL METHODS; VECTORS;

EID: 0029357641     PISSN: 10577122     EISSN: None     Source Type: Journal    
DOI: 10.1109/81.404066     Document Type: Article
Times cited : (28)

References (17)
  • 2
    • 0028392483 scopus 로고
    • Learning long-term dependencies with gradient descent is difficult
    • Y. Bengio, P. Simard, and P. Frasconi, “Learning long-term dependencies with gradient descent is difficult,” IEEE Trans. Neural Networks, vol. 5, pp. 157–166, 1994.
    • (1994) IEEE Trans. Neural Networks , vol.5 , pp. 157-166
    • Bengio, Y.1    Simard, P.2    Frasconi, P.3
  • 3
    • 0025448276 scopus 로고
    • Nonlinear system identification using neural networks
    • S. Chen, S. Billings, and P. Grant, “Nonlinear system identification using neural networks,” Int. J. Contr., vol. 51, no. 6, pp. 1191–1214, 1990.
    • (1990) Int. J. Contr. , vol.51 , Issue.6 , pp. 1191-1214
    • Chen, S.1    Billings, S.2    Grant, P.3
  • 4
    • 0028465976 scopus 로고
    • Chua's circuit 10 years later
    • L. O. Chua, “Chua's circuit 10 years later,” Int. J. Circuit Theory Applicat., vol. 22, pp. 279–305, 1994.
    • (1994) Int. J. Circuit Theory Applicat. , vol.22 , pp. 279-305
    • Chua, L.O.1
  • 6
    • 0024861871 scopus 로고
    • Approximations by superpositions of a sigmoidal function
    • Signals Syst.
    • G. Cybenko, “Approximations by superpositions of a sigmoidal function,” Math. Contr., Signals Syst., vol. 2, pp. 183–192, 1989.
    • (1989) Math. Contr. , vol.2 , pp. 183-192
    • Cybenko, G.1
  • 8
    • 0024866495 scopus 로고
    • On the approximate mappings by neural networks
    • K.-I. Funahashi, “On the approximate mappings by neural networks,” Neural Networks, vol. 2, pp. 183–192, 1989.
    • (1989) Neural Networks , vol.2 , pp. 183-192
    • Funahashi, K.-I.1
  • 9
    • 0027259801 scopus 로고
    • Stability analysis of generalized cellular neural networks
    • C. Guzelis and L. O. Chua, “Stability analysis of generalized cellular neural networks,” Int. J. Circuit Theory Applicat., vol. 21, pp. 1–33, 1993.
    • (1993) Int. J. Circuit Theory Applicat. , vol.21 , pp. 1-33
    • Guzelis, C.1    Chua, L.O.2
  • 10
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • K. Hornik, M. Stinchcombe, and H. White, “Multilayer feedforward networks are universal approximators,” Neural Networks, vol. 2, pp. 359–366, 1989.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 11
    • 0010722377 scopus 로고
    • Special issue on Chua's circuit: A paradigm for chaos
    • Syst. Computers Part I, Mar., also J. Circuits, Syst. Computers Part 2, vol. 3, no. 2, June
    • R. N. Madan, (Guest Ed.) “Special issue on Chua's circuit: A paradigm for chaos,” J. Circuits, Syst. Computers Part I, vol. 3, no. 1, Mar. 1993, also J. Circuits, Syst. Computers Part 2, vol. 3, no. 2, June 1993.
    • (1993) J. Circuits , vol.3 , Issue.1
    • Madan, R.N.1
  • 12
    • 0026117466 scopus 로고
    • Gradient methods for the optimization of dynamical systems containing neural networks
    • K. S. Narendra and K. Parthasarathy, “Gradient methods for the optimization of dynamical systems containing neural networks,” IEEE Trans. Neural Networks, vol. 2, pp. 252–262, 1991.
    • (1991) IEEE Trans. Neural Networks , vol.2 , pp. 252-262
    • Narendra, K.S.1    Parthasarathy, K.2
  • 14
    • 0027553986 scopus 로고
    • The CNN universal machine: an analogic array computer
    • Mar.
    • T. Roska and L. O. Chua, “The CNN universal machine: an analogic array computer,” IEEE Trans. Circuits Syst.-II, vol. 40, pp. 163–173, Mar. 1993.
    • (1993) IEEE Trans. Circuits Syst.-II , vol.40 , pp. 163-173
    • Roska, T.1    Chua, L.O.2
  • 15
    • 0027694749 scopus 로고
    • Generation of n-double scrolls (n = 1, 2, 3, 4,.)
    • J. A. K. Suykens and J. Vandewalle, “Generation of n-double scrolls (n = 1, 2, 3, 4,.),” IEEE Trans. Circuits Syst.-I, vol. 40, pp. 861–867, 1993.
    • (1993) IEEE Trans. Circuits Syst.-I , vol.40 , pp. 861-867
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 16
    • 84941607458 scopus 로고    scopus 로고
    • Nonlinear system identification using neural state space models, applicable to robust control design
    • J. A. K. Suykens, B. De Moor, and J. Vandewalle, “Nonlinear system identification using neural state space models, applicable to robust control design,” to appear in Int. J. Contr.
    • to appear in Int. J. Contr.
    • Suykens, J.A.K.1    De Moor, B.2    Vandewalle, J.3
  • 17
    • 0027568004 scopus 로고
    • Bifurcation and chaos in cellular neural networks
    • F. Zou and J. A. Nossek, “Bifurcation and chaos in cellular neural networks,” IEEE Trans. Circuits Syst.-I, vol. 40, pp. 166–173, 1993.
    • (1993) IEEE Trans. Circuits Syst.-I , vol.40 , pp. 166-173
    • Zou, F.1    Nossek, J.A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.