Robust Stability Analysis of Neutral-Type Hybrid Bidirectional Associative Memory Neural Networks with Time-Varying Delays

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Feng, Wei; Yang, Simon X.; Wu, Haixia; (2014)
  • Publisher: Hindawi Publishing Corporation
  • Journal: issn: 1085-3375, eissn: 1687-0409
  • Related identifiers: doi: 10.1155/2014/560861
  • Subject: Mathematics | QA1-939 | Article Subject

The global asymptotic robust stability of equilibrium is considered for neutral-type hybrid bidirectional associative memory neural networks with time-varying delays and parameters uncertainties. The results we obtained in this paper are delay-derivative-dependent and e... View more
  • References (42)
    42 references, page 1 of 5

    Chua, L. O.. CNN: A Paradigm for Complexity. 1998

    Fang, Y., Kincaid, T. G.. Stability analysis of dynamical neural networks. IEEE Transactions on Neural Networks. ; 7 (4): 996-1006

    Michel, A. N., Liu, D.. Qualitative Analysis and Synthesis of Recurrent Neural Networks. 2001

    Kosko, B.. Adaptive bidirectional associative memories. Applied Optics. 1987; 26 (23): 4947-4960

    Kosko, B.. Bidirectional associative memories. IEEE Transactions on Systems, Man, and Cybernetics. 1988; 18 (1): 49-60

    Mahmoud, M. S., Xia, Y.. LMI-based exponential stability criterion for bidirectional associative memory neural networks. Neurocomputing. 2010; 74 (1–3): 284-290

    Wang, H., Song, Q., Duan, C.. LMI criteria on exponential stability of BAM neural networks with both time-varying delays and general activation functions. Mathematics and Computers in Simulation. 2010; 81 (4): 837-850

    Zhang, Z., Zhou, D.. Existence and global exponential stability of a periodic solution for a discrete-time interval general BAM neural networks. Journal of the Franklin Institute. 2010; 347 (5): 763-780

    Balasubramaniam, P., Ali, M. S.. Stability analysis of Takagi-Sugeno fuzzy Cohen-Grossberg BAM neural networks with discrete and distributed time-varying delays. Mathematical and Computer Modelling. 2011; 53 (1-2): 151-160

    Luo, Z., Li, J., Shen, J.. Stability of bidirectional associative memory networks with impulses. Applied Mathematics and Computation. 2011; 218 (5): 1658-1667

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