Exponential Synchronization for Markovian Stochastic Coupled Neural Networks of Neutral-Type via Adaptive Feedback Control
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Neural Networks and Learning Systems"
DOI: 10.1109/tnnls.2016.2546962
Abstract: In this paper, we investigate the adaptive exponential synchronization in both the mean square and the almost sure senses for an array of $ {N}$ identical Markovian stochastic coupled neural networks of neutral-type with time-varying… read more here.
Keywords: neural networks; markovian stochastic; tex math; synchronization ... See more keywords
Convergence of Markovian stochastic approximation for Markov random fields with hidden variables
Sign Up to like & getrecommendations! Published in 2019 at "Stochastics and Dynamics"
DOI: 10.1142/s021949372050029x
Abstract: This paper studies the convergence of the stochastic algorithm of the modified Robbins–Monro form for a Markov random field (MRF), in which some of the nodes are clamped to be observed variables wh... read more here.
Keywords: markov; markov random; convergence markovian; stochastic approximation ... See more keywords