Stability of stochastic fuzzy BAM neural networks with discrete and distributed time-varying delays
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-014-0320-7
Abstract: Among the various fuzzy models, the well-known Takagi–Sugeno (T–S) fuzzy model is recognized as a popular and powerful tool in approximating a complex nonlinear system. T–S model provides a fixed structure to some nonlinear systems… read more here.
Keywords: networks discrete; discrete distributed; stability stochastic; neural networks ... See more keywords
Stability results for stochastic delayed recurrent neural networks with discrete and distributed delays
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Differential Equations"
DOI: 10.1016/j.jde.2017.11.032
Abstract: We present new conditions for asymptotic stability and exponential stability of a class of stochastic recurrent neural networks with discrete and distributed time varying delays. Our approach is based on the method using fixed point… read more here.
Keywords: discrete distributed; networks discrete; neural networks; recurrent neural ... See more keywords
A Sensory Feedback Based Discrete Distributed Observer to Cooperative Output Regulation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2022.3162545
Abstract: The discrete distributed observer is developed recently to solve the cooperative output regulation problem. The validation of the existing discrete distributed observer depends on the establishment of the communication network. In some practical applications, only… read more here.
Keywords: cooperative output; discrete distributed; output regulation; distributed observer ... See more keywords
Existence of positive periodic solutions for a class of Gilpin-Ayala ecological models with discrete and distributed time delays
Sign Up to like & getrecommendations! Published in 2017 at "Advances in Difference Equations"
DOI: 10.1186/s13662-017-1386-9
Abstract: In this paper, we deal with a class of Gilpin-Ayala ecological models with discrete and distributed time delays. By employing a fixed point theorem of strict-set-contraction and inequality techniques, some sufficient conditions for the existence… read more here.
Keywords: gilpin ayala; discrete distributed; class gilpin; models discrete ... See more keywords