New LMI-Based Conditions on Neural Networks of Neutral Type with Discrete Interval Delays and General Activation Functions
Keyword(s):
The stability analysis of global asymptotic stability of neural networks of neutral type with both discrete interval delays and general activation functions is discussed. New delay-dependent conditions are obtained by using more general Lyapunov-Krasovskii functionals. Meanwhile, these conditions are expressed in terms of a linear matrix inequality (LMI) and can be verified using the MATLAB LMI toolbox. Numerical examples are used to illustrate the effectiveness of the proposed approach.
2010 ◽
Vol 2010
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pp. 1-19
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2012 ◽
Vol 2012
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pp. 1-21
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Keyword(s):
2008 ◽
Vol 22
(32)
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pp. 3159-3170
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2010 ◽
Vol 2010
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pp. 1-14
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2017 ◽
Vol 10
(02)
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pp. 1750027
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2014 ◽
Vol 69
(1-2)
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pp. 70-80
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Keyword(s):
2011 ◽
Vol 134
(1)
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2004 ◽
Vol 14
(09)
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pp. 3377-3384
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