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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…
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Keywords:
piecewise constant;
neural networks;
networks piecewise;
impulsive neural ... See more keywords
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Published in 2019 at "International Journal of Computer Mathematics"
DOI: 10.1080/00207160.2018.1562059
Abstract: ABSTRACT This paper deals with the analytical and numerical stability of a partial differential equation with piecewise constant arguments of alternately retarded and advanced type. Firstly, the theory of separation of variables in matrix form…
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Keywords:
piecewise constant;
partial differential;
alternately retarded;
constant arguments ... See more keywords
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Published in 2025 at "Mathematics"
DOI: 10.3390/math13071068
Abstract: There are three principal novelties in the present investigation. It is the first time Cohen–Grossberg-type neural networks are considered with the most general delay and advanced piecewise constant arguments. The model is alpha unpredictable in…
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Keywords:
constant arguments;
piecewise constant;
cohen grossberg;
poisson stable ... See more keywords