메뉴 건너뛰기




Volumn 29-30, Issue , 2012, Pages 52-59

Robust stability analysis of a class of neural networks with discrete time delays

Author keywords

Delayed systems; Lyapunov functionals; Neural networks; Stability analysis

Indexed keywords

A-STABILITY; ACTIVATION FUNCTIONS; CONSTANT TIME DELAYS; DELAYED SYSTEMS; DISCRETE TIME DELAY; EQUILIBRIUM POINT; GLOBAL ASYMPTOTIC STABILITY; LYAPUNOV FUNCTIONALS; NETWORK PARAMETERS; NUMERICAL EXAMPLE; PARAMETER UNCERTAINTY; ROBUST STABILITY ANALYSIS; STABILITY ANALYSIS; STABILITY RESULTS; STABILITY THEORIES; SUFFICIENT CONDITIONS;

EID: 84860321993     PISSN: 08936080     EISSN: 18792782     Source Type: Journal    
DOI: 10.1016/j.neunet.2012.02.001     Document Type: Article
Times cited : (78)

References (25)
  • 1
    • 20444483673 scopus 로고    scopus 로고
    • Global robust stability analysis of neural networks with discrete time delays
    • Arik S. Global robust stability analysis of neural networks with discrete time delays. Chaos, Solitons and Fractals 2005, 26:1407-1414.
    • (2005) Chaos, Solitons and Fractals , vol.26 , pp. 1407-1414
    • Arik, S.1
  • 2
    • 68149148921 scopus 로고    scopus 로고
    • Global stability analysis and robust design of multi-time-scale biological networks under parametric uncertainties
    • Baese A.M., Koshkouei A.J., Emmett M.R., Goodall D.P. Global stability analysis and robust design of multi-time-scale biological networks under parametric uncertainties. Neural Networks 2009, 22:658-663.
    • (2009) Neural Networks , vol.22 , pp. 658-663
    • Baese, A.M.1    Koshkouei, A.J.2    Emmett, M.R.3    Goodall, D.P.4
  • 3
    • 78649488796 scopus 로고    scopus 로고
    • Robust stability of uncertain fuzzy cellular neural networks with time-varying delays and reaction diffusion terms
    • Balasubramaniam P., Ali M.S. Robust stability of uncertain fuzzy cellular neural networks with time-varying delays and reaction diffusion terms. Neurocomputing 2010, 74:439-446.
    • (2010) Neurocomputing , vol.74 , pp. 439-446
    • Balasubramaniam, P.1    Ali, M.S.2
  • 4
    • 3142672983 scopus 로고    scopus 로고
    • Global robust stability of recurrent neural networks
    • Cao J., Huang D.S., Qu Y. Global robust stability of recurrent neural networks. Chaos, Solitons and Fractals 2005, 23:221-229.
    • (2005) Chaos, Solitons and Fractals , vol.23 , pp. 221-229
    • Cao, J.1    Huang, D.S.2    Qu, Y.3
  • 5
    • 79954422981 scopus 로고    scopus 로고
    • Robust delay-dependent exponential stability for uncertain stochastic neural networks with mixed delays
    • Deng F., Hua M., Liu X., Peng Y., Fei J. Robust delay-dependent exponential stability for uncertain stochastic neural networks with mixed delays. Neurocomputing 2011, 74:1503-1509.
    • (2011) Neurocomputing , vol.74 , pp. 1503-1509
    • Deng, F.1    Hua, M.2    Liu, X.3    Peng, Y.4    Fei, J.5
  • 6
    • 77951204727 scopus 로고    scopus 로고
    • New results for robust stability of dynamical neural networks with discrete time delays
    • Ensari T., Arik S. New results for robust stability of dynamical neural networks with discrete time delays. Expert Systems with Applications 2010, 27:5925-5930.
    • (2010) Expert Systems with Applications , vol.27 , pp. 5925-5930
    • Ensari, T.1    Arik, S.2
  • 7
    • 69249215144 scopus 로고    scopus 로고
    • LMI conditions for global robust stability of delayed neural networks with discontinuous neuron activations
    • Guo Z., Huang L. LMI conditions for global robust stability of delayed neural networks with discontinuous neuron activations. Applied Mathematics and Computation 2009, 215:889-900.
    • (2009) Applied Mathematics and Computation , vol.215 , pp. 889-900
    • Guo, Z.1    Huang, L.2
  • 8
    • 80052605123 scopus 로고    scopus 로고
    • Global exponential robust stability of static interval neural networks with S-type distributed delays
    • Han W., Kao Y., Wang L. Global exponential robust stability of static interval neural networks with S-type distributed delays. Journal of the Franklin Institute 2011, 348:2072-2081.
    • (2011) Journal of the Franklin Institute , vol.348 , pp. 2072-2081
    • Han, W.1    Kao, Y.2    Wang, L.3
  • 9
    • 34848827472 scopus 로고    scopus 로고
    • Stability of CohenGrossberg neural networks with time-varying delays
    • Huang T., Chan A., Huang Y., Cao J. Stability of CohenGrossberg neural networks with time-varying delays. Neural Networks 2007, 20:868-873.
    • (2007) Neural Networks , vol.20 , pp. 868-873
    • Huang, T.1    Chan, A.2    Huang, Y.3    Cao, J.4
  • 10
    • 34548451976 scopus 로고    scopus 로고
    • Robust stability of stochastic delayed additive neural networks with Markovian switching
    • Huang H., Ho D.W.C., Qu Y. Robust stability of stochastic delayed additive neural networks with Markovian switching. Neural Networks 2007, 20:799-809.
    • (2007) Neural Networks , vol.20 , pp. 799-809
    • Huang, H.1    Ho, D.W.C.2    Qu, Y.3
  • 11
    • 54049101919 scopus 로고    scopus 로고
    • New delay-dependent robust stability criterion for uncertain neural networks with time-varying delays
    • Kwon O.M., Park J.H. New delay-dependent robust stability criterion for uncertain neural networks with time-varying delays. Applied Mathematics and Computation 2008, 205:417-427.
    • (2008) Applied Mathematics and Computation , vol.205 , pp. 417-427
    • Kwon, O.M.1    Park, J.H.2
  • 12
    • 1842587731 scopus 로고    scopus 로고
    • Robust stability of interval bidirectional associative memory neural network with time delays
    • Liao X.F., Wong K. Robust stability of interval bidirectional associative memory neural network with time delays. IEEE Transactions on Systems, Man, and Cybernetics, Part B 2004, 34:1142-1154.
    • (2004) IEEE Transactions on Systems, Man, and Cybernetics, Part B , vol.34 , pp. 1142-1154
    • Liao, X.F.1    Wong, K.2
  • 13
    • 58349115400 scopus 로고    scopus 로고
    • Global stability analysis of interval neural networks with discrete and distributed delays of neutral type
    • Liu L., Han Z., Li W. Global stability analysis of interval neural networks with discrete and distributed delays of neutral type. Expert Systems with Applications 2009, 36:7328-7331.
    • (2009) Expert Systems with Applications , vol.36 , pp. 7328-7331
    • Liu, L.1    Han, Z.2    Li, W.3
  • 14
    • 60349098728 scopus 로고    scopus 로고
    • Robust stability analysis for discrete-time stochastic neural networks systems with time-varying delays
    • Luo M., Zhong S., Wang R., Kang W. Robust stability analysis for discrete-time stochastic neural networks systems with time-varying delays. Applied Mathematics and Computation 2009, 209:305-313.
    • (2009) Applied Mathematics and Computation , vol.209 , pp. 305-313
    • Luo, M.1    Zhong, S.2    Wang, R.3    Kang, W.4
  • 16
    • 84862907565 scopus 로고    scopus 로고
    • Robust stability of delayed genetic regulatory networks with different sources of uncertainties.
    • Pan, W., Wang, Z., & Hu, J. (2011). Robust stability of delayed genetic regulatory networks with different sources of uncertainties. 13. pp. 645-654.
    • (2011) , vol.13 , pp. 645-654
    • Pan, W.1    Wang, Z.2    Hu, J.3
  • 17
    • 73949092931 scopus 로고    scopus 로고
    • Optimal and robust design of brain-state-in-a-box neural associative memories
    • Park Y. Optimal and robust design of brain-state-in-a-box neural associative memories. Neural Networks 2010, 23:210-218.
    • (2010) Neural Networks , vol.23 , pp. 210-218
    • Park, Y.1
  • 18
    • 34248636542 scopus 로고    scopus 로고
    • New sufficient conditions for global robust stability of delayed neural networks
    • Qi H. New sufficient conditions for global robust stability of delayed neural networks. IEEE Transactions on Circuits and Systems-Regular Papers 2007, 54:1131-1141.
    • (2007) IEEE Transactions on Circuits and Systems-Regular Papers , vol.54 , pp. 1131-1141
    • Qi, H.1
  • 19
    • 40749147693 scopus 로고    scopus 로고
    • A new global robust stability criteria for uncertain neural networks with fast time-varying delays
    • Qiu J., Zhang J., Wang J., Xia Y., Shi P. A new global robust stability criteria for uncertain neural networks with fast time-varying delays. Chaos, Solitons and Fractals 2008, 37:360-368.
    • (2008) Chaos, Solitons and Fractals , vol.37 , pp. 360-368
    • Qiu, J.1    Zhang, J.2    Wang, J.3    Xia, Y.4    Shi, P.5
  • 20
    • 77952743829 scopus 로고    scopus 로고
    • Some improved criteria for global robust exponential stability of neural networks with time-varying delays
    • Shao J.L., Huang T.Z., Zhou S. Some improved criteria for global robust exponential stability of neural networks with time-varying delays. Communications in Nonlinear Science and Numerical Simulation 2010, 15:3782-3794.
    • (2010) Communications in Nonlinear Science and Numerical Simulation , vol.15 , pp. 3782-3794
    • Shao, J.L.1    Huang, T.Z.2    Zhou, S.3
  • 21
    • 78651327603 scopus 로고    scopus 로고
    • Bounded H-infinity synchronization and state estimation for discrete time-varying stochastic complex networks over a finite-horizon
    • Shen B., Wang Z., Liu X. Bounded H-infinity synchronization and state estimation for discrete time-varying stochastic complex networks over a finite-horizon. IEEE Transactions on Neural Networks 2011, 22:145-157.
    • (2011) IEEE Transactions on Neural Networks , vol.22 , pp. 145-157
    • Shen, B.1    Wang, Z.2    Liu, X.3
  • 22
    • 33748529985 scopus 로고    scopus 로고
    • Global robust stability of delayed neural networks: Estimating upper limit of norm of delayed connection weight matrix
    • Singh V. Global robust stability of delayed neural networks: Estimating upper limit of norm of delayed connection weight matrix. Chaos, Solitons and Fractals 2007, 32:259-263.
    • (2007) Chaos, Solitons and Fractals , vol.32 , pp. 259-263
    • Singh, V.1
  • 23
    • 45249111142 scopus 로고    scopus 로고
    • On delayed genetic regulatory networks with polytopic uncertainties: robust stability analysis
    • Wang Z., Gao H., Cao J., Liu X. On delayed genetic regulatory networks with polytopic uncertainties: robust stability analysis. IEEE Transactions on NanoBioscience 2008, 7:154-163.
    • (2008) IEEE Transactions on NanoBioscience , vol.7 , pp. 154-163
    • Wang, Z.1    Gao, H.2    Cao, J.3    Liu, X.4
  • 24
    • 78649460673 scopus 로고    scopus 로고
    • Robust state estimation for discrete-time stochastic neural networks with probabilistic measurement delays
    • Wang Z., Liu Y., Liu X., Shi Y. Robust state estimation for discrete-time stochastic neural networks with probabilistic measurement delays. Neurocomputing 2010, 74:256-264.
    • (2010) Neurocomputing , vol.74 , pp. 256-264
    • Wang, Z.1    Liu, Y.2    Liu, X.3    Shi, Y.4
  • 25
    • 68149125535 scopus 로고    scopus 로고
    • Associative memories based on continuous-time cellular neural networks designed using space-invariant cloning templates
    • Zeng Z., Wang J. Associative memories based on continuous-time cellular neural networks designed using space-invariant cloning templates. Neural Networks 2009, 22:651-657.
    • (2009) Neural Networks , vol.22 , pp. 651-657
    • Zeng, Z.1    Wang, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.