Stability criterion for BAM neural networks of neutraltype with interval time-varying delays

Procedia Engineering

Volumn 15, Issue , 2011, Pages 2836-2840

  Liu, Guoquan ^a   Yang, Simon X ^a,b  

^a CHONGQING UNIVERSITY   (China)

^b UNIVERSITY OF GUELPH   (Canada)

Author keywords

Asymptotic stability; Bidirectional associative memory neural networks; Interval time varying delays; Linear matrix inequality; Neutral type

Indexed keywords

BAM NEURAL NETWORK; BI-DIRECTIONAL ASSOCIATIVE MEMORIES; BI-DIRECTIONAL ASSOCIATIVE MEMORY NEURAL NETWORKS; DELAY-RANGE-DEPENDENT; DISCRETE DELAY; INTERVAL TIME-VARYING DELAYS; LINEAR MATRIX INEQUALITY TECHNIQUES; LOWER AND UPPER BOUNDS; LYAPUNOV-KRASOVSKII FUNCTIONAL METHOD; NEUTRAL TYPE; TIME VARYING;

ASSOCIATIVE PROCESSING; ASSOCIATIVE STORAGE; ASYMPTOTIC STABILITY; INFORMATION SCIENCE; LINEAR MATRIX INEQUALITIES; LYAPUNOV FUNCTIONS; STABILITY CRITERIA; TIME VARYING CONTROL SYSTEMS; TIME VARYING NETWORKS;

NEURAL NETWORKS;

EID: 84055200840     PISSN: 18777058     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/j.proeng.2011.08.534     Document Type: Conference Paper

References (10)

1. Kosko B, Adaptive bidirectional associative memories. Applied Optics 1987; 26: 4947-4960.
2. Kosko B, Bidirectional associative memories. IEEE Trans. Syst. Man, Cyber 1988; 18: 49-60.
3. Liao X F, Yu J B, Chen GR, Novel stability criteria for bidirectional associative memory neural networks with time delays. International Journal of Circuit Theory and Applications 2002; 30: 519-546.
4. Chen, AP, Cao, J, Huang, LH. Exponential stability of BAM neural networks with transmission delays. Neurocomputing 2004; 57: 435-454.
5. Li, YT, Yang, CB. Global exponential stability analysis on impulsive BAM neural networks with distributed delays. Journal of Mathematical Analysis and Applications 2006;324: 1125-1139.
6. Huang, ZT, Luo, XS, Yang, QG. Global asymptotic stability analysis of bidirectional associative memory neural networks with distributed delays and impulse. Chaos Solitons & Fractals 2007; 34: 878-885.
7. Hu L, Liu H, Zhao Y B. New stability criteria for BAM neural networks with time-varying delays. Neurocomputing 2009;72: 3245-3252.
8. Park J H, Park CH, Kwon O M, Lee S M. A new stability criterion for bidirectional associative memory neural networks of neutral-type. Applied Mathematics and Computation 2008;199: 716-722.
9. Liu J, Zong, G D. New delay-dependent asymptotic stability conditions concerning BAM neural networks of neutral type. Neurocomputing 2009; 72: 2549-2555.
10. Balasubramaniam P, Rakkiyappan R. Global exponential stability for neutral-type BAM neural networks with time-varying delays. International Journal of Computer Mathematics 2010; 87: 2064-2075.