Dynamic behavior of a class of neutral-type neural networks with discontinuous activations and time-varying delays
Sign Up to like & getrecommendations! Published in 2018 at "Applied Intelligence"
DOI: 10.1007/s10489-018-1240-0
Abstract: This paper is concerned with a class of neutral-type neural networks with discontinuous activations and time-varying delays. Under the concept of Filippov solution, by applying the differential inclusions and the topological degree theory in set-valued… read more here.
Keywords: class neutral; neural networks; neutral type; networks discontinuous ... See more keywords
Piecewise Pseudo Almost Periodic Solutions of Generalized Neutral-Type Neural Networks with Impulses and Delays
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DOI: 10.1007/s11063-017-9758-4
Abstract: This paper is concerned with the generalized neutral-type neural networks with impulses and delays. By applying the contraction mapping principle and generalized Gronwall–Bellman’s inequality, we employ a novel argument to establish new results on the… read more here.
Keywords: generalized neutral; impulses delays; neural networks; neutral type ... See more keywords
Delay-independent stability criteria for complex-valued BAM neutral-type neural networks with time delays
Sign Up to like & getrecommendations! Published in 2017 at "Nonlinear Dynamics"
DOI: 10.1007/s11071-017-3486-1
Abstract: This paper focuses on the global asymptotic stability of complex-valued bidirectional associative memory (BAM) neutral-type neural networks with time delays. By virtue of homeomorphism theory, inequality techniques and Lyapunov functional, a set of delay-independent sufficient… read more here.
Keywords: bam neutral; neutral type; complex valued; stability ... See more keywords
Robust exponential passive filtering for uncertain neutral-type neural networks with time-varying mixed delays via Wirtinger-based integral inequality
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Control, Automation and Systems"
DOI: 10.1007/s12555-015-0441-0
Abstract: This paper is concerned with the problem of the robust exponential passive filter design for uncertain neutral-type neural networks with time-varying mixed delays. Our aim is to design a Luenberger-type filter for estimating information about… read more here.
Keywords: neutral type; uncertain neutral; robust exponential; type ... See more keywords
Elasticity modulus of clayey deposits estimation using group method of data handling type neural network
Sign Up to like & getrecommendations! Published in 2018 at "Measurement"
DOI: 10.1016/j.measurement.2018.02.068
Abstract: Abstract Elasticity modulus ( E s ) is used to predict the elastic settlement of foundations. Plate load test (PLT) is one of the most commonly applied methods to determine this parameter. Given that the… read more here.
Keywords: data handling; group method; method data; elasticity modulus ... See more keywords
Global Asymptotical Stability of Neutral-Type Neural Networks with D-Operator and Mixed Delays
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DOI: 10.1155/2020/3096762
Abstract: In this manuscript, we investigate the stability problems of neutral-type neural networks with operator and mixed delays. Some sufficient conditions are obtained for guaranteeing the existence, uniqueness, and global asymptotical stability of periodic solutions to… read more here.
Keywords: operator mixed; neural networks; neutral type; networks operator ... See more keywords
Response Attenuation of a Structure Equipped with ATMD under Seismic Excitations Using Methods of Online Simple Adaptive Controller and Online Adaptive Type-2 Neural-Fuzzy Controller
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/5832043
Abstract: The present study aims to design a robust adaptive controller employed in the active tuned mass damper (ATMD) system to overcome undesirable vibrations in multistory buildings under seismic excitations. We propose a novel adaptive type-2… read more here.
Keywords: adaptive type; controller; neural fuzzy; adaptive controller ... See more keywords