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Volumn 45, Issue 7, 2015, Pages 1077-1086

Robust Synchronization of Multiple Memristive Neural Networks with Uncertain Parameters via Nonlinear Coupling

Author keywords

Global robust synchronization; memristive neural networks (MNNs); nonlinear coupling; pinning adaptive coupling

Indexed keywords

SYNCHRONIZATION; TOPOLOGY;

EID: 84933496745     PISSN: 21682216     EISSN: 21682232     Source Type: Journal    
DOI: 10.1109/TSMC.2014.2388199     Document Type: Article
Times cited : (192)

References (44)
  • 1
    • 0015127532 scopus 로고
    • Memristor - The missing circuit element
    • Sep.
    • L. O. Chua, "Memristor - The missing circuit element," IEEE Trans. Circuit Theory, vol. 18, no. 5, pp. 507-519, Sep. 1971.
    • (1971) IEEE Trans. Circuit Theory , vol.18 , Issue.5 , pp. 507-519
    • Chua, L.O.1
  • 3
    • 55249096047 scopus 로고    scopus 로고
    • The fourth circuit element
    • Aug.
    • N. D. Mathur, "The fourth circuit element," Nature, vol. 455, Aug. 2008, Art. ID E13.
    • (2008) Nature , vol.455
    • Mathur, N.D.1
  • 4
    • 77649104910 scopus 로고    scopus 로고
    • Memristor cellular automata and memristor discrete-time cellular neural networks
    • M. Itoh and L. O. Chua, "Memristor cellular automata and memristor discrete-time cellular neural networks," Int. J. Bifurcat. Chaos, vol. 19, no. 11, pp. 3605-3656, 2009.
    • (2009) Int. J. Bifurcat. Chaos , vol.19 , Issue.11 , pp. 3605-3656
    • Itoh, M.1    Chua, L.O.2
  • 5
    • 77955049562 scopus 로고    scopus 로고
    • Experimental demonstration of associative memory with memristive neural networks
    • Y. V. Pershin and M. D. Ventra, "Experimental demonstration of associative memory with memristive neural networks," Neural Netw., vol. 23, no. 7, pp. 881-886, 2010.
    • (2010) Neural Netw. , vol.23 , Issue.7 , pp. 881-886
    • Pershin, Y.V.1    Ventra, M.D.2
  • 6
    • 79959434151 scopus 로고    scopus 로고
    • Global uniform asymptotic stability of memristorbased recurrent neural networks with time delays
    • presented at the
    • J. Hu and J. Wang, "Global uniform asymptotic stability of memristorbased recurrent neural networks with time delays," presented at the Int. Joint Conf. Neural Netw. (IJCNN), Barcelona, Spain, 2010.
    • Int. Joint Conf. Neural Netw. (IJCNN), Barcelona, Spain, 2010
    • Hu, J.1    Wang, J.2
  • 7
    • 84870269533 scopus 로고    scopus 로고
    • Dynamic behaviors of memristor-based recurrent neural networks with time-varying delays
    • Dec.
    • A. Wu and Z. Zeng, "Dynamic behaviors of memristor-based recurrent neural networks with time-varying delays," Neural Netw., vol. 36, pp. 1-10, Dec. 2012.
    • (2012) Neural Netw. , vol.36 , pp. 1-10
    • Wu, A.1    Zeng, Z.2
  • 8
    • 84861187747 scopus 로고    scopus 로고
    • CMOS and memristor-based neural network design for position detection
    • Jun.
    • I. E. Ebong and P. Mazumder, "CMOS and memristor-based neural network design for position detection," Proc. IEEE, vol. 100, no. 6, pp. 2050-2060, Jun. 2012.
    • (2012) Proc. IEEE , vol.100 , Issue.6 , pp. 2050-2060
    • Ebong, I.E.1    Mazumder, P.2
  • 9
    • 84884236106 scopus 로고    scopus 로고
    • Global exponential dissipativity and stabilization of memristor-based recurrent neural networks with time-varying delays
    • Dec.
    • Z. Guo, J. Wang, and Z. Yan, "Global exponential dissipativity and stabilization of memristor-based recurrent neural networks with time-varying delays," Neural Netw., vol. 48, pp. 158-172, Dec. 2013.
    • (2013) Neural Netw. , vol.48 , pp. 158-172
    • Guo, Z.1    Wang, J.2    Yan, Z.3
  • 10
    • 84887376596 scopus 로고    scopus 로고
    • Global exponential synchronization of memristor-based recurrent neural networks with time-varying delays
    • Dec.
    • S. Wen, G. Bao, Z. Zeng, Y. Chen, and T. Huang, "Global exponential synchronization of memristor-based recurrent neural networks with time-varying delays," Neural Netw., vol. 48, pp. 195-203, Dec. 2013.
    • (2013) Neural Netw. , vol.48 , pp. 195-203
    • Wen, S.1    Bao, G.2    Zeng, Z.3    Chen, Y.4    Huang, T.5
  • 11
    • 84897837625 scopus 로고    scopus 로고
    • Attractivity analysis of memristor-based cellular neural networks with time-varying delays
    • Apr.
    • Z. Guo, J. Wang, and Z. Yan, "Attractivity analysis of memristor-based cellular neural networks with time-varying delays," IEEE Trans. Neural Netw. Learn. Syst., vol. 25, no. 4, pp. 704-717, Apr. 2014.
    • (2014) IEEE Trans. Neural Netw. Learn. Syst. , vol.25 , Issue.4 , pp. 704-717
    • Guo, Z.1    Wang, J.2    Yan, Z.3
  • 12
    • 84874057890 scopus 로고    scopus 로고
    • Memristor-based neural networks
    • A. Thomas, "Memristor-based neural networks," J. Phys. D Appl. Phys., vol. 46, no. 9, 2013, Art. ID 093001.
    • (2013) J. Phys. D Appl. Phys. , vol.46 , Issue.9
    • Thomas, A.1
  • 13
    • 84877079985 scopus 로고    scopus 로고
    • Global anti-synchronization of a class of chaotic memristive neural networks with time-varying delays
    • Oct.
    • G. Zhang, Y. Shen, and L. Wang, "Global anti-synchronization of a class of chaotic memristive neural networks with time-varying delays," Neural Netw., vol. 46, pp. 1-8, Oct. 2013.
    • (2013) Neural Netw. , vol.46 , pp. 1-8
    • Zhang, G.1    Shen, Y.2    Wang, L.3
  • 14
    • 84908090755 scopus 로고    scopus 로고
    • Passivity and passification of memristor-based recurrent neural networks with time-varying delays
    • Nov.
    • Z. Guo, J. Wang, and Z. Yan, "Passivity and passification of memristor-based recurrent neural networks with time-varying delays," IEEE Trans. Neural Netw. Learn. Syst., vol. 25, no. 11, pp. 2099-2109, Nov. 2014.
    • (2014) IEEE Trans. Neural Netw. Learn. Syst. , vol.25 , Issue.11 , pp. 2099-2109
    • Guo, Z.1    Wang, J.2    Yan, Z.3
  • 15
    • 0242386645 scopus 로고    scopus 로고
    • Input-to-state stabilization of dynamic neural networks
    • Nov.
    • E. N. Sanchez and J. P. Perez, "Input-to-state stabilization of dynamic neural networks," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 33, no. 4, pp. 532-535, Nov. 2003.
    • (2003) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.33 , Issue.4 , pp. 532-535
    • Sanchez, E.N.1    Perez, J.P.2
  • 16
    • 56449087617 scopus 로고    scopus 로고
    • Further development of input-to-state stabilizing control for dynamic neural network systems
    • Nov.
    • Z. Liu, R. E. Torres, N. Patel, and Q. Wang, "Further development of input-to-state stabilizing control for dynamic neural network systems," IEEE Trans. Syst., Man, Cybern. A, Syst., Humans, vol. 38, no. 6, pp. 1425-1433, Nov. 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. A, Syst., Humans , vol.38 , Issue.6 , pp. 1425-1433
    • Liu, Z.1    Torres, R.E.2    Patel, N.3    Wang, Q.4
  • 17
    • 9644256479 scopus 로고    scopus 로고
    • Global synchronization of coupled delayed neural networks and applications to chaotic CNN models
    • G. Chen, J. Zhou, and Z. Liu, "Global synchronization of coupled delayed neural networks and applications to chaotic CNN models," Int. J. Bifurcat. Chaos, vol. 14, no. 7, pp. 2229-2240, 2004.
    • (2004) Int. J. Bifurcat. Chaos , vol.14 , Issue.7 , pp. 2229-2240
    • Chen, G.1    Zhou, J.2    Liu, Z.3
  • 18
    • 10944223518 scopus 로고    scopus 로고
    • Synchronization of coupled connected neural networks with delays
    • Dec.
    • W. Lu and T. Chen, "Synchronization of coupled connected neural networks with delays," IEEE Trans. Circuits Syst. I, Reg. Papers, vol. 51, no. 12, pp. 2491-2503, Dec. 2004.
    • (2004) IEEE Trans. Circuits Syst. I, Reg. Papers , vol.51 , Issue.12 , pp. 2491-2503
    • Lu, W.1    Chen, T.2
  • 19
    • 41649121303 scopus 로고    scopus 로고
    • Global synchronization in an array of delayed neural networks with hybrid coupling
    • Apr.
    • J. Cao, G. Chen, and P. Li, "Global synchronization in an array of delayed neural networks with hybrid coupling," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 38, no. 2, pp. 488-498, Apr. 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.38 , Issue.2 , pp. 488-498
    • Cao, J.1    Chen, G.2    Li, P.3
  • 20
    • 40549135702 scopus 로고    scopus 로고
    • Global synchronization criteria of linearly coupled neural network systems with time-varying coupling
    • Feb.
    • W. Wu and T. Chen, "Global synchronization criteria of linearly coupled neural network systems with time-varying coupling," IEEE Trans. Neural Netw., vol. 19, no. 2, pp. 319-332, Feb. 2008.
    • (2008) IEEE Trans. Neural Netw. , vol.19 , Issue.2 , pp. 319-332
    • Wu, W.1    Chen, T.2
  • 21
    • 56449106456 scopus 로고    scopus 로고
    • Robust synchronization of an array of coupled stochastic discrete-time delayed neural networks
    • Nov.
    • J. Liang, Z. Wang, Y. Liu, and X. Liu, "Robust synchronization of an array of coupled stochastic discrete-time delayed neural networks," IEEE Trans. Neural Netw., vol. 19, no. 11, pp. 1910-1921, Nov. 2008.
    • (2008) IEEE Trans. Neural Netw. , vol.19 , Issue.11 , pp. 1910-1921
    • Liang, J.1    Wang, Z.2    Liu, Y.3    Liu, X.4
  • 22
    • 84890252228 scopus 로고    scopus 로고
    • Synchronization of coupled reactiondiffusion neural networks with time-varying delays via pinningimpulsive controller
    • X. Yang, J. Cao, and Z. Yang, "Synchronization of coupled reactiondiffusion neural networks with time-varying delays via pinningimpulsive controller," SIAM J. Control Optim., vol. 51, no. 5, pp. 3486-3510, 2013.
    • (2013) SIAM J. Control Optim. , vol.51 , Issue.5 , pp. 3486-3510
    • Yang, X.1    Cao, J.2    Yang, Z.3
  • 23
    • 0028457501 scopus 로고
    • Synchronous oscillations in neuronal systems: Mechanisms and functions
    • C. M. Gray, "Synchronous oscillations in neuronal systems: Mechanisms and functions," J. Comput. Neurosci., vol. 1, nos. 1-2, pp. 11-38, 1994.
    • (1994) J. Comput. Neurosci. , vol.1 , Issue.1-2 , pp. 11-38
    • Gray, C.M.1
  • 24
    • 84887104805 scopus 로고    scopus 로고
    • Effect of sleep deprivation on functional connectivity of EEG channels
    • May
    • S. Kar and A. Routray, "Effect of sleep deprivation on functional connectivity of EEG channels," IEEE Trans. Syst., Man, Cybern., Syst., vol. 43, no. 3, pp. 666-672, May 2013.
    • (2013) IEEE Trans. Syst., Man, Cybern., Syst. , vol.43 , Issue.3 , pp. 666-672
    • Kar, S.1    Routray, A.2
  • 25
    • 0034186952 scopus 로고    scopus 로고
    • Pattern recognition via synchronization in phase-locked loop neural networks
    • May
    • F. C. Hoppensteadt and E. M. Izhikevich, "Pattern recognition via synchronization in phase-locked loop neural networks," IEEE Trans. Neural Netw., vol. 11, no. 3, pp. 734-738, May 2000.
    • (2000) IEEE Trans. Neural Netw. , vol.11 , Issue.3 , pp. 734-738
    • Hoppensteadt, F.C.1    Izhikevich, E.M.2
  • 26
    • 0142120725 scopus 로고    scopus 로고
    • Public channel cryptography by synchronization of neural networks and chaotic maps
    • R. Mislovaty, E. Klein, I. Kanter, and W. Kinzel, "Public channel cryptography by synchronization of neural networks and chaotic maps," Phys. Rev. Lett., vol. 91, no. 11, 2003, Art. ID 118701.
    • (2003) Phys. Rev. Lett. , vol.91 , Issue.11
    • Mislovaty, R.1    Klein, E.2    Kanter, I.3    Kinzel, W.4
  • 27
    • 77954566084 scopus 로고    scopus 로고
    • Simplest chaotic circuit
    • B. Muthuswamy and L. O. Chua, "Simplest chaotic circuit," Int. J. Bifurcat. Chaos, vol. 20, no. 5, pp. 1567-1580, 2010.
    • (2010) Int. J. Bifurcat. Chaos , vol.20 , Issue.5 , pp. 1567-1580
    • Muthuswamy, B.1    Chua, L.O.2
  • 28
    • 80055064591 scopus 로고    scopus 로고
    • Synchronization control of a class of memristor-based recurrent neural networks
    • A. Wu, S. Wen, and Z. Zeng, "Synchronization control of a class of memristor-based recurrent neural networks," Inf. Sci., vol. 183, no. 1, pp. 106-116, 2012.
    • (2012) Inf. Sci. , vol.183 , Issue.1 , pp. 106-116
    • Wu, A.1    Wen, S.2    Zeng, Z.3
  • 29
    • 84885187379 scopus 로고    scopus 로고
    • New algebraic criteria for synchronization stability of chaotic memristive neural networks with time-varying delays
    • Oct.
    • G. Zhang and Y. Shen, "New algebraic criteria for synchronization stability of chaotic memristive neural networks with time-varying delays," IEEE Trans. Neural Netw. Learn. Syst., vol. 24, no. 10, pp. 1701-1707, Oct. 2013.
    • (2013) IEEE Trans. Neural Netw. Learn. Syst. , vol.24 , Issue.10 , pp. 1701-1707
    • Zhang, G.1    Shen, Y.2
  • 30
    • 84877937929 scopus 로고    scopus 로고
    • Exponential synchronization of coupled memristive neural networks via pinning control
    • G. Wang, Y. Shen, and Q. Yin, "Exponential synchronization of coupled memristive neural networks via pinning control," Chin. Phys. B, vol. 22, no. 5, 2013, Art. ID 050504.
    • (2013) Chin. Phys. B , vol.22 , Issue.5
    • Wang, G.1    Shen, Y.2    Yin, Q.3
  • 31
    • 84904598369 scopus 로고    scopus 로고
    • Exponential synchronization of memristive Cohen-Grossberg neural networks with mixed delays
    • X. Yang, J. Cao, and W. Yu, "Exponential synchronization of memristive Cohen-Grossberg neural networks with mixed delays," Cogn. Neurodyn., vol. 8, no. 3, pp. 239-249, 2014.
    • (2014) Cogn. Neurodyn. , vol.8 , Issue.3 , pp. 239-249
    • Yang, X.1    Cao, J.2    Yu, W.3
  • 32
    • 84890046630 scopus 로고    scopus 로고
    • Global Mittag-Leffler stability and synchronization of memristor-based fractional-order neural networks
    • Mar.
    • J. Chen, Z. Zeng, and P. Jiang, "Global Mittag-Leffler stability and synchronization of memristor-based fractional-order neural networks," Neural Netw., vol. 51, pp. 1-8, Mar. 2014.
    • (2014) Neural Netw. , vol.51 , pp. 1-8
    • Chen, J.1    Zeng, Z.2    Jiang, P.3
  • 33
    • 84921348800 scopus 로고    scopus 로고
    • Global exponential synchronization of two memristor-based recurrent neural networks with time delays via static or dynamic coupling
    • Feb.
    • Z. Guo, J. Wang, and Z. Yan, "Global exponential synchronization of two memristor-based recurrent neural networks with time delays via static or dynamic coupling," IEEE Trans. Syst., Man, Cybern., Syst., vol. 45, no. 2, pp. 235-249, Feb. 2015.
    • (2015) IEEE Trans. Syst., Man, Cybern., Syst. , vol.45 , Issue.2 , pp. 235-249
    • Guo, Z.1    Wang, J.2    Yan, Z.3
  • 34
    • 24344492364 scopus 로고    scopus 로고
    • Robust synchronization of delayed neural networks based on adaptive control and parameters identification
    • Feb.
    • J. Zhou, T. Chen, and L. Xiang, "Robust synchronization of delayed neural networks based on adaptive control and parameters identification," Chaos Soliton. Fract., vol. 27, no. 4, pp. 905-913, Feb. 2006.
    • (2006) Chaos Soliton. Fract. , vol.27 , Issue.4 , pp. 905-913
    • Zhou, J.1    Chen, T.2    Xiang, L.3
  • 35
    • 34247169073 scopus 로고    scopus 로고
    • Robust synchronization of unified chaotic systems via sliding mode control
    • Nov.
    • J.-J. Yan, Y.-S. Yang, T.-Y. Chiang, and C.-Y. Chen, "Robust synchronization of unified chaotic systems via sliding mode control," Chaos, Soliton. Fract., vol. 34, no. 3, pp. 947-954, Nov. 2007.
    • (2007) Chaos, Soliton. Fract. , vol.34 , Issue.3 , pp. 947-954
    • Yan, J.-J.1    Yang, Y.-S.2    Chiang, T.-Y.3    Chen, C.-Y.4
  • 36
    • 33750465818 scopus 로고    scopus 로고
    • Robust impulsive synchronization of coupled delayed neural networks with uncertainties
    • Jan.
    • P. Li, J. Cao, and Z. Wang, "Robust impulsive synchronization of coupled delayed neural networks with uncertainties," Phys. A Stat. Mech. Appl., vol. 373, pp. 261-272, Jan. 2007.
    • (2007) Phys. A Stat. Mech. Appl. , vol.373 , pp. 261-272
    • Li, P.1    Cao, J.2    Wang, Z.3
  • 37
    • 77952582245 scopus 로고    scopus 로고
    • Robust global exponential synchronization of uncertain chaotic delayed neural networks via dualstage impulsive control
    • Jun.
    • H. Zhang, T. Ma, G.-B. Huang, and Z. Wang, "Robust global exponential synchronization of uncertain chaotic delayed neural networks via dualstage impulsive control," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 40, no. 3, pp. 831-844, Jun. 2010.
    • (2010) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.40 , Issue.3 , pp. 831-844
    • Zhang, H.1    Ma, T.2    Huang, G.-B.3    Wang, Z.4
  • 38
    • 84880919018 scopus 로고    scopus 로고
    • Robust H∞ synchronization of coupled partial differential systems with spatial coupling delay
    • Jul.
    • K.-N. Wu, C.-X. Li, B.-S. Chen, and Y. Yao, "Robust H∞ synchronization of coupled partial differential systems with spatial coupling delay," IEEE Trans. Circuits Syst. II, Exp. Briefs, vol. 60, no. 7, pp. 451-455, Jul. 2013.
    • (2013) IEEE Trans. Circuits Syst. II, Exp. Briefs , vol.60 , Issue.7 , pp. 451-455
    • Wu, K.-N.1    Li, C.-X.2    Chen, B.-S.3    Yao, Y.4
  • 39
    • 33847666496 scopus 로고    scopus 로고
    • Robust synchronization of chaotic Lur'e systems via replacing variables control
    • X. Wu and M. Wang, "Robust synchronization of chaotic Lur'e systems via replacing variables control," Int. J. Bifurcat. Chaos, vol. 16, no. 11, pp. 3421-3433, 2006.
    • (2006) Int. J. Bifurcat. Chaos , vol.16 , Issue.11 , pp. 3421-3433
    • Wu, X.1    Wang, M.2
  • 40
    • 52249101661 scopus 로고    scopus 로고
    • Heidelberg, Germany: Springer
    • J. Bondy and U. Murty, Graph Theory. Heidelberg, Germany: Springer, 2008.
    • (2008) Graph Theory
    • Bondy, J.1    Murty, U.2
  • 43
    • 54749124633 scopus 로고    scopus 로고
    • Synchronization of complex networks through local adaptive coupling
    • P. De Lellis, M. di Bernardo, and F. Garofalo, "Synchronization of complex networks through local adaptive coupling," Chaos, vol. 18, no. 3, 2008, Art. ID 037110.
    • (2008) Chaos , vol.18 , Issue.3
    • De Lellis, P.1    Di Bernardo, M.2    Garofalo, F.3
  • 44
    • 84864740846 scopus 로고    scopus 로고
    • Distributed adaptive control of synchronization in complex networks
    • Aug.
    • W. Yu, P. DeLellis, G. Chen, M. di Bernardo, and J. Kurths, "Distributed adaptive control of synchronization in complex networks," IEEE Trans. Autom. Control, vol. 57, no. 8, pp. 2153-2158, Aug. 2012.
    • (2012) IEEE Trans. Autom. Control , vol.57 , Issue.8 , pp. 2153-2158
    • Yu, W.1    DeLellis, P.2    Chen, G.3    Di Bernardo, M.4    Kurths, J.5


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