Global stability analysis of interval neural networks with discrete and distributed delays of neutral type

This paper is concerned with the problem of the global asymptotic stability of a class of interval neural networks with discrete and distributed delays of neutral type. Based on the Lyapunov stability theory, a novel robust delay-dependent criterion is derived in terms of linear matrix inequality (LMI). Finally, an example illustrates the validity of the proposed method.

[1]  Jiye Zhang Global exponential stability of interval neural networks with variable delays , 2006, Appl. Math. Lett..

[2]  Yanqing Zhang,et al.  Statistical fuzzy interval neural networks for currency exchange rate time series prediction , 2007, Appl. Soft Comput..

[3]  X. Lou,et al.  Stochastic stability analysis for delayed neural networks of neutral type with Markovian jump parameters , 2009 .

[4]  Pagavathigounder Balasubramaniam,et al.  New global exponential stability results for neutral type neural networks with distributed time delays , 2008, Neurocomputing.

[5]  Ming-Shi Wang,et al.  Broadcast scheduling in wireless sensor networks using fuzzy Hopfield neural network , 2008, Expert Syst. Appl..

[6]  Ju H. Park,et al.  A new stability criterion for bidirectional associative memory neural networks of neutral-type , 2008, Appl. Math. Comput..

[7]  Xiaofeng Liao,et al.  Delay-dependent asymptotic stability for neural networks with distributed delays , 2006 .

[8]  Teodor Marcu,et al.  Design of fault detection for a hydraulic looper using dynamic neural networks , 2008 .

[9]  Ju H. Park,et al.  LMI optimization approach on stability for delayed neural networks of neutral-type , 2008, Appl. Math. Comput..

[10]  Jian-an Fang,et al.  Global stability of stochastic high-order neural networks with discrete and distributed delays , 2008 .

[11]  T. Chu,et al.  LMI conditions for stability of neural networks with distributed delays , 2007 .

[12]  Jinde Cao,et al.  Global robust stability of interval neural networks with multiple time-varying delays , 2007, Math. Comput. Simul..

[13]  Sim Heng Ong,et al.  Rapid surface registration of 3D volumes using a neural network approach , 2008, Image Vis. Comput..

[14]  Ju H. Park,et al.  A delay-dependent asymptotic stability criterion of cellular neural networks with time-varying discrete and distributed delays , 2007 .

[15]  Vimal Singh,et al.  On global robust stability of interval Hopfield neural networks with delay , 2007 .

[16]  Ju H. Park An analysis of global robust stability of uncertain cellular neural networks with discrete and distributed delays , 2007 .

[17]  Chuandong Li,et al.  A new criterion for global robust stability of interval neural networks with discrete time delays , 2007 .

[18]  Jenq-Der Chen,et al.  Robust output observer-based control of neutral uncertain systems with discrete and distributed time delays: LMI optimization approach , 2007 .

[19]  Junjie Wei,et al.  Hopf bifurcation analysis in a tri-neuron network with time delay , 2008 .

[20]  Jinde Cao,et al.  Stability analysis of Cohen-Grossberg neural network with both time-varying and continuously distributed delays , 2006 .