Global Asymptotic Stability for Delayed Neural Networks Using an Integral Inequality Based on Nonorthogonal Polynomials

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2017.2750708 ◽

2018 ◽

Vol 29 (9) ◽

pp. 4487-4493 ◽

Author(s):

Xian-Ming Zhang ◽

Wen-Juan Lin ◽

Qing-Long Han ◽

Yong He ◽

Min Wu

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Integral Inequality ◽

Delayed Neural Networks

Download Full-text

A general framework for global asymptotic stability analysis of delayed neural networks based on LMI approach

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2004.09.063 ◽

2005 ◽

Vol 24 (5) ◽

pp. 1317-1329 ◽

Author(s):

Jinde Cao ◽

Daniel W.C. Ho

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

General Framework ◽

Lmi Approach ◽

Delayed Neural Networks

Download Full-text

A New Criterion for Global Asymptotic Stability of Multi-delayed Neural Networks

Artificial Intelligence and Computational Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-642-05253-8_39 ◽

2009 ◽

pp. 350-360 ◽

Author(s):

Kaiyu Liu ◽

Hongqiang Zhang

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Delayed Neural Networks ◽

Download Full-text

Global asymptotic stability analysis for delayed neural networks using a matrix-based quadratic convex approach

Neural Networks ◽

10.1016/j.neunet.2014.02.012 ◽

2014 ◽

Vol 54 ◽

pp. 57-69 ◽

Author(s):

Xian-Ming Zhang ◽

Qing-Long Han

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Delayed Neural Networks

Download Full-text

Global asymptotic stability analysis for stochastic neutral-type delayed neural networks

2010 Chinese Control and Decision Conference ◽

10.1109/ccdc.2010.5498735 ◽

2010 ◽

Author(s):

Wei Feng ◽

Haixia Wu

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Neutral Type ◽

Delayed Neural Networks

Download Full-text

Existence and global asymptotic stability of periodic solution for discrete and distributed time-varying delayed neural networks with discontinuous activations

Neurocomputing ◽

10.1016/j.neucom.2011.04.027 ◽

2011 ◽

Vol 74 (17) ◽

pp. 3170-3179 ◽

Author(s):

Zuowei Cai ◽

Lihong Huang

Keyword(s):

Neural Networks ◽

Periodic Solution ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Time Varying ◽

Delayed Neural Networks ◽

Discontinuous Activations

Download Full-text

Global asymptotic stability of a larger class of delayed neural networks

Proceedings of the 2003 International Symposium on Circuits and Systems, 2003. ISCAS '03. ◽

10.1109/iscas.2003.1206414 ◽

2003 ◽

Author(s):

S. Arik

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Delayed Neural Networks

Download Full-text

Simplified LMI condition for global asymptotic stability of delayed neural networks

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2005.08.024 ◽

2006 ◽

Vol 29 (2) ◽

pp. 470-473 ◽

Author(s):

Vimal Singh

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Delayed Neural Networks

Download Full-text

Global asymptotic stability conditions of delayed neural networks

Applied Mathematics and Mechanics ◽

10.1007/bf02440088 ◽

2005 ◽

Vol 26 (3) ◽

pp. 372-380 ◽

Author(s):

Zhou Dong-ming ◽

Cao Jin-de ◽

Zhang Li-ming

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Stability Conditions ◽

Delayed Neural Networks ◽

Asymptotic Stability Conditions

Download Full-text

Global asymptotic stability of delayed neural networks with discontinuous neuron activations

Neurocomputing ◽

10.1016/j.neucom.2013.02.021 ◽

2013 ◽

Vol 118 ◽

pp. 322-328 ◽

Author(s):

Jian Xiao ◽

Zhigang Zeng ◽

Wenwen Shen

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Delayed Neural Networks ◽

Discontinuous Neuron Activations

Download Full-text

Deriving Sufficient Conditions for Global Asymptotic Stability of Delayed Neural Networks via Nonsmooth Analysis

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2003.820836 ◽

2004 ◽

Vol 15 (1) ◽

pp. 99-109 ◽

Author(s):

H. Qi ◽

L. Qi

Keyword(s):

Neural Networks ◽

Asymptotic Stability ◽

Global Asymptotic Stability ◽

Nonsmooth Analysis ◽

Sufficient Conditions ◽

Delayed Neural Networks

Download Full-text