메뉴 건너뛰기




Volumn 32, Issue 2, 2001, Pages 233-236

Global exponential stability of hopfield neural networks

Author keywords

[No Author keywords available]

Indexed keywords

ASYMPTOTIC STABILITY; CONFORMAL MAPPING; CONVERGENCE OF NUMERICAL METHODS; INTEGRAL EQUATIONS; LYAPUNOV METHODS; OPTIMIZATION; THEOREM PROVING;

EID: 0035262752     PISSN: 00207721     EISSN: 14645319     Source Type: Journal    
DOI: 10.1080/00207720117783     Document Type: Article
Times cited : (99)

References (14)
  • 2
    • 0345984486 scopus 로고    scopus 로고
    • On stability of delayed cellular neural networks
    • 1999b, Periodic solutions and exponential stability in delayed cellular neural networks. Physical Review E, 60, 3244-3248
    • Cao, J., 1999a, On stability of delayed cellular neural networks, Physics Letters A, 261, 303-308; 1999b, Periodic solutions and exponential stability in delayed cellular neural networks. Physical Review E, 60, 3244-3248.
    • (1999) Physics Letters A , vol.261 , pp. 303-308
    • Cao, J.1
  • 3
    • 0001459045 scopus 로고    scopus 로고
    • Stability of a class of neural network model with delay
    • Cao, J., and Lin, Y., 1999, Stability of a class of neural network model with delay. Applied Mathematics and Mechanics (China), 20, 912-916.
    • (1999) Applied Mathematics and Mechanics (China) , vol.20 , pp. 912-916
    • Cao, J.1    Lin, Y.2
  • 4
    • 0032418487 scopus 로고    scopus 로고
    • Stability analysis of delayed cellular neural networks
    • Cao, J., and Zhou, D., 1998, Stability analysis of delayed cellular neural networks. Neural Networks, 11, 1601-1605.
    • (1998) Neural Networks , vol.11 , pp. 1601-1605
    • Cao, J.1    Zhou, D.2
  • 5
    • 0026883588 scopus 로고
    • A condition for global convergence of a class of symmetric neural circuits
    • Forti, M., Manetti, S., and Marini, M., 1992, A condition for global convergence of a class of symmetric neural circuits. IEEE Transactions on Circuits and Systems, 39, 480-483.
    • (1992) IEEE Transactions on Circuits and Systems , vol.39 , pp. 480-483
    • Forti, M.1    Manetti, S.2    Marini, M.3
  • 6
    • 0001075269 scopus 로고
    • Stability in asymmetric Hopfield nets with transmission delays
    • Gopalsamy, K., and He, X. Z., 1994, Stability in asymmetric Hopfield nets with transmission delays. Physica D, 76, 344-358.
    • (1994) Physica D , vol.76 , pp. 344-358
    • Gopalsamy, K.1    He, X.Z.2
  • 7
    • 0024909476 scopus 로고
    • Convergent activation dynamics in continuous time networks
    • Hirsch, M. W., 1989, Convergent activation dynamics in continuous time networks. Neural Networks, 2, 331-349.
    • (1989) Neural Networks , vol.2 , pp. 331-349
    • Hirsch, M.W.1
  • 8
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collective computational abilities
    • Hopfield J. J., 1982, Neural networks and physical systems with emergent collective computational abilities. Proceedings of the National Academy of Sciences of the USA, 79, 2554-2558.
    • (1982) Proceedings of the National Academy of Sciences of the USA , vol.79 , pp. 2554-2558
    • Hopfield, J.J.1
  • 9
    • 0004469897 scopus 로고
    • Neurons with graded response have collective computational properties like those of two state neurons
    • Hopfield J. J., 1984, Neurons with graded response have collective computational properties like those of two state neurons. Proceedings of the National Academy of Sciences of the USA, 81, 3088-3092.
    • (1984) Proceedings of the National Academy of Sciences of the USA , vol.81 , pp. 3088-3092
    • Hopfield, J.J.1
  • 10
    • 0021835689 scopus 로고
    • Neural computation of decisions in optimization problems
    • Hopfield J. J., and Tank, D., 1985, Neural computation of decisions in optimization problems. Biological Cybernetics, 52, 141-152.
    • (1985) Biological Cybernetics , vol.52 , pp. 141-152
    • Hopfield, J.J.1    Tank, D.2
  • 11
    • 0025405546 scopus 로고
    • Stability in contractive nonlinear neural networks
    • Kelly, D. G., 1990, Stability in contractive nonlinear neural networks. IEEE Transactions on Biomedical Engineering, 37, 231-242.
    • (1990) IEEE Transactions on Biomedical Engineering , vol.37 , pp. 231-242
    • Kelly, D.G.1
  • 12
    • 3042709356 scopus 로고
    • The global exponential stability and applications of Hopfield neural networks
    • Liang, X., and Wu, L., 1995, The global exponential stability and applications of Hopfield neural networks. Science in China A, 38, 757-768.
    • (1995) Science in China A , vol.38 , pp. 757-768
    • Liang, X.1    Wu, L.2
  • 13
    • 0026679036 scopus 로고
    • Stability conditions for nonlinear continuous neural networks with asymmetric connection weight
    • Matsuoka, K., 1992, Stability conditions for nonlinear continuous neural networks with asymmetric connection weight. Neural Networks, 5, 495-500.
    • (1992) Neural Networks , vol.5 , pp. 495-500
    • Matsuoka, K.1
  • 14
    • 0028497220 scopus 로고
    • Exponential stability and oscillation of Hop® eld graded response neural networks
    • Yang, H., and Dillon, T. S., 1994, Exponential stability and oscillation of Hop® eld graded response neural networks. IEEE Transactions on Neural Networks, 5, 719-729.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , pp. 719-729
    • Yang, H.1    Dillon, T.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.