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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 2018 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2018.2845302
Abstract: We study convergence in networks of piecewise-smooth (PWS) systems that commonly arise in applications to model dynamical systems whose evolution is affected by macroscopic events such as switches and impacts. Existing approaches were typically oriented…
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Keywords:
smooth systems;
networks piecewise;
synchronization networks;
piecewise smooth ... See more keywords