메뉴 건너뛰기




Volumn 338, Issue 4, 2001, Pages 481-495

Stability of stochastic delay neural networks

Author keywords

Brownian motion; Delay neural network; Exponential stability; Lyapunov exponent; Martingale convergence theorem

Indexed keywords

BROWNIAN MOVEMENT; LYAPUNOV METHODS; NEURAL NETWORKS; SYSTEM STABILITY;

EID: 0035400754     PISSN: 00160032     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0016-0032(01)00016-3     Document Type: Article
Times cited : (344)

References (19)
  • 1
    • 0020970741 scopus 로고
    • Absolute stability and global pattern formation and patrolled memory storage by competitive neural networks
    • Coben M.A., Crosshery S. Absolute stability and global pattern formation and patrolled memory storage by competitive neural networks. IEEE Trans. Systems Man Cybernet. 13:1983;815-826.
    • (1983) IEEE Trans. Systems Man Cybernet. , vol.13 , pp. 815-826
    • Coben, M.A.1    Crosshery, S.2
  • 2
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collect computational abilities
    • Hopfield J.J. Neural networks and physical systems with emergent collect computational abilities. Proc. Natl. Acad. Sci. USA. 79:1982;2554-2558.
    • (1982) Proc. Natl. Acad. Sci. USA , vol.79 , pp. 2554-2558
    • Hopfield, J.J.1
  • 3
    • 0004469897 scopus 로고
    • Neurons with graded response have collective computational properties like those of two-state neurons
    • Hopfield J.J. Neurons with graded response have collective computational properties like those of two-state neurons. Proc. Natl. Acad. Sci. USA. 81:1984;3088-3092.
    • (1984) Proc. Natl. Acad. Sci. USA , vol.81 , pp. 3088-3092
    • Hopfield, J.J.1
  • 4
    • 0040986075 scopus 로고
    • Computing with neural circuits
    • Hopfield J.J., Tank D.W. Computing with neural circuits. Model Sci. 233:1986;3088-3092.
    • (1986) Model Sci. , vol.233 , pp. 3088-3092
    • Hopfield, J.J.1    Tank, D.W.2
  • 6
    • 0023847221 scopus 로고
    • On the stability storage capacity and design of nonlinear continuous neural networks
    • Quezz A., Protoposecu V., Barben J. On the stability storage capacity and design of nonlinear continuous neural networks. IEEE Trans. Systems Man Cybernet. 18:1983;80-87.
    • (1983) IEEE Trans. Systems Man Cybernet. , vol.18 , pp. 80-87
    • Quezz, A.1    Protoposecu, V.2    Barben, J.3
  • 7
    • 0000256610 scopus 로고
    • Stability of analog networks with delay
    • Marcus C.M., Westervelt R.M. Stability of analog networks with delay. Physical Review A. 39(1):1989;347-359.
    • (1989) Physical Review a , vol.39 , Issue.1 , pp. 347-359
    • Marcus, C.M.1    Westervelt, R.M.2
  • 9
    • 0343239651 scopus 로고
    • GEMINI: Gradient estimation through matrix inversion after noise injection
    • D.S. Touretzky. San Mateo: Morgan Kaufmann
    • Le Cun Y., Galland C.C., Hinton G.E. GEMINI: gradient estimation through matrix inversion after noise injection. Touretzky D.S. Advances in Neural Information Processing Systems, Vol. I. 1989;141-148 Morgan Kaufmann, San Mateo.
    • (1989) Advances in Neural Information Processing Systems, Vol. I , pp. 141-148
    • Le Cun, Y.1    Galland, C.C.2    Hinton, G.E.3
  • 17
    • 21344469870 scopus 로고    scopus 로고
    • Exponential stability and instability of stochastic neural networks
    • Liao X.X., Mao X. Exponential stability and instability of stochastic neural networks. Stochast. Anal. Appl. 14(2):1996a;165-185.
    • (1996) Stochast. Anal. Appl. , vol.14 , Issue.2 , pp. 165-185
    • Liao, X.X.1    Mao, X.2
  • 18
    • 0012544302 scopus 로고    scopus 로고
    • Stability of stochastic neural networks
    • Liao X.X., Mao X. Stability of stochastic neural networks. Neural, Parallel Sci. Comput. 4(2):1996b;205-224.
    • (1996) Neural, Parallel Sci. Comput. , vol.4 , Issue.2 , pp. 205-224
    • Liao, X.X.1    Mao, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.