New results on passivity of fractional-order uncertain neural networks
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.03.042
Abstract: Abstract In this paper, robust passivity problem for a class of fractional-order uncertain neural networks (FUNNs) in the sense of Caputo’s fractional derivation is investigated. In particular, we consider two types of uncertainties (i.e. time-varying… read more here.
Keywords: order; new results; uncertain neural; neural networks ... See more keywords
Robust passivity analysis for uncertain neural networks with discrete and distributed time-varying delays
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.06.077
Abstract: Abstract In this paper, we address robust passivity analysis for a class of uncertain neural networks (NNs) with discrete and distributed time-varying delays. By selecting an improved Lyapunov-Krasovskii functional (LKF) with a novel delay-produce-type (DPT)… read more here.
Keywords: passivity; robust passivity; uncertain neural; passivity analysis ... See more keywords
Exponential H∞ stabilization of uncertain neural networks with time-varying delay and external disturbance via periodically intermittent control
Sign Up to like & getrecommendations! Published in 2022 at "Transactions of the Institute of Measurement and Control"
DOI: 10.1177/01423312221100635
Abstract: This paper is concerned with the exponential H ∞ stabilization for a class of uncertain neural networks with interval time-varying delay and external disturbance via periodically intermittent control. By constructing a novel Lyapunov–Krasovskii functional (LKF)… read more here.
Keywords: uncertain neural; control; exponential stabilization; external disturbance ... See more keywords