Circuit design and exponential stabilization of memristive neural networks

Neural Networks

Volumn 63, Issue , 2015, Pages 48-56

  Wen, Shiping ^a,b   Huang, Tingwen ^c   Zeng, Zhigang ^a,b   Chen, Yiran ^d   Li, Peng ^e  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

^c TEXAS A AND M UNIVERSITY AT QATAR   (Qatar)

^d University of Pittsburgh   (United States)

^e Department of Electrical and Computer Engineering   (United States)

Author keywords

Memristor; Neural networks; Stabilization

Indexed keywords

DELAY CIRCUITS; INTEGRATED CIRCUIT MANUFACTURE; LINEAR MATRIX INEQUALITIES; LYAPUNOV FUNCTIONS; STABILITY CRITERIA; STABILIZATION; TIME DELAY; TIME VARYING CONTROL SYSTEMS; TIMING CIRCUITS;

ACTIVATION FUNCTIONS; DELAY-DEPENDENT CRITERIA; EXPONENTIAL STABILIZATION; FREE-WEIGHTING MATRICES; GLOBAL EXPONENTIAL STABILITY; GLOBAL EXPONENTIAL STABILIZATION; LYAPUNOV-KRASOVSKII FUNCTIONAL METHOD; MEMRISTOR;

NEURAL NETWORKS;

ARTICLE; ARTIFICIAL NEURAL NETWORK; CIRCUIT DESIGN; FREE WEIGHTING MATRIX TECHNIQUE; GLOBAL EXPONENTIAL STABILIZATION; INTEGRATED CIRCUIT; LINEAR MATRIX INEQUALITY; LYAPUNOV KRASOVSKII FUNCTIONAL METHOD; MACHINE LEARNING; MEMRISTIVE NEURAL NETWORK; STATISTICAL ANALYSIS; ALGORITHM; NONLINEAR SYSTEM;

ALGORITHMS; NEURAL NETWORKS (COMPUTER); NONLINEAR DYNAMICS;

EID: 84913529834     PISSN: 08936080     EISSN: 18792782     Source Type: Journal    
DOI: 10.1016/j.neunet.2014.10.011     Document Type: Article

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