Exponential stability and periodic oscillatory solution in BAM networks with delays

By Jinde Cao, Lin Wang. IEEE Trans. Neural Networks, 2002

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Stability Analysis for Neural Networks With Time-Varying Interval Delay (2007, background): “An early case was Bellman's discussion of the " the curse of dimensionality " [3].”
Global asymptotic and robust stability of recurrent neural networks with time delays (2005, background): “J. Wang is with the Department of Automation and Computer-Aided Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong (e-mail: jwang@acae.cuhk.edu.hk).”
New Delay-Dependent Stability Criteria for Neural Networks With Time-Varying Delay (2007, background): “The stability criteria for delayed NNs can be classified into two categories, namely, delay-independent [1], [ 3 ], [5]‐[12], [14], [15], [20] and delay-dependent [4], [16], [19], [24].”
Global asymptotic stability of a general class of recurrent neural networks with time-varying delays (2003, background): “In [16] and [ 19 ], the conditions for the existence of equilibrium point, boundedness of trajectories and the global stability of bi-directional associative memory (BAM) network with time delay are investigated yielding results of significant generality which are expected being useful in BAM design”