New LMI-based conditions on neural networks of neutral type with discrete interval delays and general activation functions (Q1938163)
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scientific article; zbMATH DE number 6134057
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| English | New LMI-based conditions on neural networks of neutral type with discrete interval delays and general activation functions |
scientific article; zbMATH DE number 6134057 |
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New LMI-based conditions on neural networks of neutral type with discrete interval delays and general activation functions (English)
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4 February 2013
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Summary: 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.
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