Asymptotic and finite-time synchronization of memristor-based switching networks with multi-links and impulsive perturbation
Sign Up to like & getrecommendations! Published in 2018 at "Neural Computing and Applications"
DOI: 10.1007/s00521-017-3312-1
Abstract: Based on the structure and the working mechanism of real neurons, a new mathematical model of the memristor-based switching networks (MSNs) with multiple links and time-varying delays is proposed. Further, we study the asymptotic and… read more here.
Keywords: finite time; memristor based; time; switching networks ... See more keywords
Unified Stability Analysis for Itô Stochastic Systems: From Almost Surely Asymptotic to Finite-Time Convergence
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2021.3057990
Abstract: This article proposes a unified Lyapunov framework for analyzing the stochastic asymptotic and finite-time convergence/stability for Itô stochastic nonlinear systems. By exploring the coupling effect between the drift and the diffusion parts of the system,… read more here.
Keywords: time; finite time; time convergence; asymptotic finite ... See more keywords
Sharp asymptotic and finite-sample rates of convergence of empirical measures in Wasserstein distance
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DOI: 10.3150/18-bej1065
Abstract: The Wasserstein distance between two probability measures on a metric space is a measure of closeness with applications in statistics, probability, and machine learning. In this work, we consider the fundamental question of how quickly… read more here.
Keywords: finite sample; sharp asymptotic; asymptotic finite; rates convergence ... See more keywords