Almost sure exponential stability of recurrent neural networks with Markovian switching

IEEE Transactions on Neural Networks

Volumn 20, Issue 5, 2009, Pages 840-855

  Shen, Yi ^a   Wang, Jun ^b  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

Almost sure exponential stability; Halanay inequality; Markov chain; Recurrent neural networks; Time varying delay

Indexed keywords

ALGEBRAIC CRITERIA; ALMOST SURE; ALMOST SURE EXPONENTIAL STABILITY; DELAY INDEPENDENT; DELAY-DEPENDENT; EXPONENTIAL STABILITY; HALANAY INEQUALITY; MARKOV CHAIN; MARKOVIAN; MARKOVIAN SWITCHING; NUMERICAL EXAMPLE; SIMULATION RESULT; STABILITY RESULTS; SWITCHING PARAMETERS; THEORETICAL RESULT; TIME-VARYING DELAY;

ASYMPTOTIC STABILITY; MARKOV PROCESSES; STABILITY CRITERIA; SWITCHING; THREE TERM CONTROL SYSTEMS; TIME VARYING CONTROL SYSTEMS; TIME VARYING NETWORKS;

RECURRENT NEURAL NETWORKS;

EID: 66049128002     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2009.2015085     Document Type: Article

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