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Volumn 27, Issue 3, 2008, Pages 267-276

Dynamic analysis of stochastic recurrent neural networks

Author keywords

Lyapunov function; Pth moment stability; Recurrent neural networks; Stochastic

Indexed keywords

COMPUTATIONAL EFFICIENCY; DYNAMIC ANALYSIS; LYAPUNOV FUNCTIONS; STOCHASTIC CONTROL SYSTEMS; TIME VARYING NETWORKS;

EID: 42449160937     PISSN: 13704621     EISSN: 1573773X     Source Type: Journal    
DOI: 10.1007/s11063-008-9075-z     Document Type: Article
Times cited : (12)

References (24)
  • 1
    • 0037467691 scopus 로고    scopus 로고
    • New results concerning expontential stability and periodic solutions of delayed cellular neural networks
    • Cao J (2003) New results concerning expontential stability and periodic solutions of delayed cellular neural networks. Phys Lett A 307: 136-147
    • (2003) Phys Lett A , vol.307 , pp. 136-147
    • Cao, J.1
  • 2
    • 2442484035 scopus 로고    scopus 로고
    • Globally exponentially robust stability and periodicity of delayed neural networks
    • Cao J, Chen T (2004) Globally exponentially robust stability and periodicity of delayed neural networks. Chaos Solitons Fractals 4: 957-963
    • (2004) Chaos Solitons Fractals , vol.4 , pp. 957-963
    • Cao, J.1    Chen, T.2
  • 3
    • 33745352035 scopus 로고    scopus 로고
    • Stability in Cohen-Grossberg-type bidirectional associative memory neural networks with time-varying delays
    • Cao J, Song Q (2006) Stability in Cohen-Grossberg-type bidirectional associative memory neural networks with time-varying delays. Nonlinearity 19: 1601-1617
    • (2006) Nonlinearity , vol.19 , pp. 1601-1617
    • Cao, J.1    Song, Q.2
  • 4
    • 1642287604 scopus 로고    scopus 로고
    • Absolute exponential stability of recurrent neural networks with Lipschitz-continuous activation functions and time delays
    • Cao J, Wang J (2004) Absolute exponential stability of recurrent neural networks with Lipschitz-continuous activation functions and time delays. Neural Netw 17: 379-390
    • (2004) Neural Netw , vol.17 , pp. 379-390
    • Cao, J.1    Wang, J.2
  • 5
    • 34247265064 scopus 로고    scopus 로고
    • Network of neurons with delayed feedback: Periodical switching of excitation and inhibition
    • Chen Y (2007) Network of neurons with delayed feedback: periodical switching of excitation and inhibition. Dyn Contin Discrete Impuls Syst Ser B Appl Algorithms 14: 113-122
    • (2007) Dyn Contin Discrete Impuls Syst ser B Appl Algorithms , vol.14 , pp. 113-122
    • Chen, Y.1
  • 6
    • 33645877679 scopus 로고    scopus 로고
    • Image-processing algorithms realized by discrete-time cellular neural networks and their circuit implementations
    • Chen H (2006) Image-processing algorithms realized by discrete-time cellular neural networks and their circuit implementations. Chaos Solitons Fractals 29: 1100-1108
    • (2006) Chaos Solitons Fractals , vol.29 , pp. 1100-1108
    • Chen, H.1
  • 9
    • 24344490262 scopus 로고    scopus 로고
    • Exponential stability analysis of stochastic delayed cellular neural network
    • Hu J, Zhong S, Liang L (2006) Exponential stability analysis of stochastic delayed cellular neural network. Chaos Solitions Fractals 27: 1006-1010
    • (2006) Chaos Solitions Fractals , vol.27 , pp. 1006-1010
    • Hu, J.1    Zhong, S.2    Liang, L.3
  • 10
    • 33750046644 scopus 로고    scopus 로고
    • Dynamics of a class of Cohen-Grossberg neural networks with time-varying delays
    • Huang C, Huang L (2007) Dynamics of a class of Cohen-Grossberg neural networks with time-varying delays. Nonlinear Anal RWA 8: 40-52
    • (2007) Nonlinear Anal RWA , vol.8 , pp. 40-52
    • Huang, C.1    Huang, L.2
  • 11
    • 24944498218 scopus 로고    scopus 로고
    • Exponential stability of stochastic Cohen-Grossberg neural networks with time-varying delays
    • ISNN 2005
    • Li X, Cao J (2005) Exponential stability of stochastic Cohen-Grossberg neural networks with time-varying delays. ISNN 2005, LNCS 3496, pp 162-167
    • (2005) LNCS , vol.3496 , pp. 162-167
    • Li, X.1    Cao, J.2
  • 12
    • 21344469870 scopus 로고    scopus 로고
    • Exponential stability and instability of stochastic neural networks
    • Liao X, Mao X (1996) Exponential stability and instability of stochastic neural networks. Stochast Anal Appl 14: 165-185
    • (1996) Stochast Anal Appl , vol.14 , pp. 165-185
    • Liao, X.1    Mao, X.2
  • 13
    • 0012544302 scopus 로고    scopus 로고
    • Stability of stochastic neural networks
    • Liao X, Mao X (1996) Stability of stochastic neural networks. Neural Parallel Sci Comput 14: 205-224
    • (1996) Neural Parallel Sci Comput , vol.14 , pp. 205-224
    • Liao, X.1    Mao, X.2
  • 14
    • 34249282730 scopus 로고    scopus 로고
    • New results of almost periodic solutions for recurrent neural networks
    • Liu B, Huang L (2007) New results of almost periodic solutions for recurrent neural networks. Comput Appl Math 206: 293-305
    • (2007) Comput Appl Math , vol.206 , pp. 293-305
    • Liu, B.1    Huang, L.2
  • 15
    • 0141862240 scopus 로고    scopus 로고
    • Existence and global exponential stability of periodic solution for BAM neural networks with periodic coefficients and time-varying delays
    • Liu Z, Chen A, Cao J, Huang L (2003) Existence and global exponential stability of periodic solution for BAM neural networks with periodic coefficients and time-varying delays. IEEE Trans Circuits Syst-I 50: 1162-1173
    • (2003) IEEE Trans Circuits Syst-I , vol.50 , pp. 1162-1173
    • Liu, Z.1    Chen, A.2    Cao, J.3    Huang, L.4
  • 16
    • 33748434648 scopus 로고    scopus 로고
    • A note on exponential stability in pth mean of solutions of stochastic delay differential equations
    • Luo J (2007) A note on exponential stability in pth mean of solutions of stochastic delay differential equations. Comput Appl Math 198: 143-148
    • (2007) Comput Appl Math , vol.198 , pp. 143-148
    • Luo, J.1
  • 18
    • 0034195665 scopus 로고    scopus 로고
    • Continuous and discrete Halanay-type inequalities
    • Mohamad S, Gopalsamy K (2000) Continuous and discrete Halanay-type inequalities. Bull AustMathSoc 61: 371-385
    • (2000) Bull AustMathSoc , vol.61 , pp. 371-385
    • Mohamad, S.1    Gopalsamy, K.2
  • 19
    • 34047262337 scopus 로고    scopus 로고
    • Pth moment exponential stability of stochastic recurrent neural networks with time-varying delays
    • Sun Y, Cao J (2007) pth moment exponential stability of stochastic recurrent neural networks with time-varying delays. Nonlinear Anal RWA 8: 1171-1185
    • (2007) Nonlinear Anal RWA , vol.8 , pp. 1171-1185
    • Sun, Y.1    Cao, J.2
  • 21
    • 21744450109 scopus 로고    scopus 로고
    • Mean square exponential stability of delayed Hopfield neural networks
    • Wan L, Sun J (2005) Mean square exponential stability of delayed Hopfield neural networks. Phys Lett A 343: 306-318
    • (2005) Phys Lett A , vol.343 , pp. 306-318
    • Wan, L.1    Sun, J.2
  • 22
    • 33750342661 scopus 로고    scopus 로고
    • Dynamics of periodic Cohen-Grossberg neural networks with varying delays
    • Yuan Z, Yuan L, Huang L (2006) Dynamics of periodic Cohen-Grossberg neural networks with varying delays. Neurocomputing 70: 164-172
    • (2006) Neurocomputing , vol.70 , pp. 164-172
    • Yuan, Z.1    Yuan, L.2    Huang, L.3
  • 23
    • 28444479443 scopus 로고    scopus 로고
    • New conditions for global exponential stability of cellular neural networks with delays
    • Zhao H, Cao J (2005) New conditions for global exponential stability of cellular neural networks with delays. Neural Netw 18: 1332-1340
    • (2005) Neural Netw , vol.18 , pp. 1332-1340
    • Zhao, H.1    Cao, J.2
  • 24
    • 33845448160 scopus 로고    scopus 로고
    • Dynamic analysis of stochastic Cohen-Grossberg neural networks with time delays
    • Zhao H, Ding N (2006) Dynamic analysis of stochastic Cohen-Grossberg neural networks with time delays. Appl Math Comput 183: 464-470
    • (2006) Appl Math Comput , vol.183 , pp. 464-470
    • Zhao, H.1    Ding, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.