Articles with "impulsive neural" as a keyword



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New stability results for impulsive neural networks with time delays

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Published in 2018 at "Neural Computing and Applications"

DOI: 10.1007/s00521-018-3481-6

Abstract: This paper investigates the stability of impulsive neural networks with time delays. Based on a new tool called as uniformly exponentially convergent functions, an improved Razumikhin method leads to new, more permissive stability results. By… read more here.

Keywords: networks time; neural networks; time; impulsive neural ... See more keywords
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Stability Analysis of Impulsive Neural Networks with Piecewise Constant Arguments

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Published in 2017 at "Neural Processing Letters"

DOI: 10.1007/s11063-017-9638-y

Abstract: The global exponential stability problem is considered for a class of impulsive neural networks with piecewise constant arguments in this paper. By employing the Banach fixed point theorem and the Razumikhin-type technique, stability criterion is… read more here.

Keywords: piecewise constant; neural networks; networks piecewise; impulsive neural ... See more keywords