Finite-time Mittag–Leffler synchronization of fractional-order delayed memristive neural networks with parameters uncertainty and discontinuous activation functions

Chinese Physics B ◽

10.1088/1674-1056/ab7803 ◽

2020 ◽

Vol 29 (4) ◽

pp. 040202

Author(s):

Chong Chen ◽

Zhixia Ding ◽

Sai Li ◽

Liheng Wang

Keyword(s):

Neural Networks ◽

Fractional Order ◽

Finite Time ◽

Memristive Neural Networks ◽

Activation Functions ◽

Discontinuous Activation ◽

Parameters Uncertainty ◽

Discontinuous Activation Functions

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Finite-time synchronization of memristive neural networks with discontinuous activation functions and mixed time-varying delays

Neurocomputing ◽

10.1016/j.neucom.2019.02.051 ◽

2019 ◽

Vol 340 ◽

pp. 99-109 ◽

Author(s):

Xiaofan Li ◽

Wenbing Zhang ◽

Jian-an Fang ◽

Huiyuan Li

Keyword(s):

Neural Networks ◽

Finite Time ◽

Time Synchronization ◽

Time Varying ◽

Memristive Neural Networks ◽

Activation Functions ◽

Discontinuous Activation ◽

Discontinuous Activation Functions

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Finite-time synchronization of fractional-order memristive recurrent neural networks with discontinuous activation functions

Neurocomputing ◽

10.1016/j.neucom.2018.08.003 ◽

2018 ◽

Vol 316 ◽

pp. 284-293 ◽

Author(s):

Xiaofan Li ◽

Jian-an Fang ◽

Wenbing Zhang ◽

Huiyuan Li

Keyword(s):

Neural Networks ◽

Fractional Order ◽

Recurrent Neural Networks ◽

Finite Time ◽

Time Synchronization ◽

Activation Functions ◽

Discontinuous Activation ◽

Discontinuous Activation Functions

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Sliding mode control for finite-time and fixed-time synchronization of delayed complex-valued recurrent neural networks with discontinuous activation functions and nonidentical parameters

European Journal of Control ◽

10.1016/j.ejcon.2021.01.006 ◽

2021 ◽

Author(s):

Chaouki Aouiti ◽

Mayssa Bessifi

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Finite Time ◽

Time Synchronization ◽

Sliding Mode ◽

Activation Functions ◽

Discontinuous Activation ◽

Discontinuous Activation Functions ◽

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Coexistence and local Mittag–Leffler stability of fractional-order recurrent neural networks with discontinuous activation functions

Chinese Physics B ◽

10.1088/1674-1056/28/4/040701 ◽

2019 ◽

Vol 28 (4) ◽

pp. 040701 ◽

Author(s):

Yu-Jiao Huang ◽

Shi-Jun Chen ◽

Xu-Hua Yang ◽

Jie Xiao

Keyword(s):

Neural Networks ◽

Fractional Order ◽

Recurrent Neural Networks ◽

Activation Functions ◽

Discontinuous Activation ◽

Discontinuous Activation Functions

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Stability analysis of fractional-order Hopfield neural networks with discontinuous activation functions

Neurocomputing ◽

10.1016/j.neucom.2015.07.077 ◽

2016 ◽

Vol 171 ◽

pp. 1075-1084 ◽

Author(s):

Shuo Zhang ◽

Yongguang Yu ◽

Qing Wang

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Fractional Order ◽

Hopfield Neural Networks ◽

Activation Functions ◽

Discontinuous Activation ◽

Discontinuous Activation Functions

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Finite-time stabilization control of complex-valued neural networks with discontinuous activation functions and time delay

2019 Chinese Control Conference (CCC) ◽

10.23919/chicc.2019.8865680 ◽

2019 ◽

Author(s):

Zengyun Wang ◽

Jinde Cao

Keyword(s):

Neural Networks ◽

Finite Time ◽

Activation Functions ◽

Discontinuous Activation ◽

Stabilization Control ◽

Finite Time Stabilization ◽

Discontinuous Activation Functions ◽

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Finite-time stability of fractional-order delayed Cohen–Grossberg memristive neural networks: a novel fractional-order delayed Gronwall inequality approach

International Journal of General Systems ◽

10.1080/03081079.2021.1985487 ◽

2021 ◽

pp. 1-27

Author(s):

Feifei Du ◽

Jun-Guo Lu

Keyword(s):

Neural Networks ◽

Fractional Order ◽

Finite Time ◽

Gronwall Inequality ◽

Memristive Neural Networks ◽

Time Stability ◽

Finite Time Stability ◽

Grönwall Inequality

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Robust fuzzy control of Takagi-Sugeno fuzzy neural networks with discontinuous activation functions and time delays

Journal of Systems Engineering and Electronics ◽

10.3969/j.issn.1004-4132.2011.03.016 ◽

2011 ◽

Vol 22 (3) ◽

pp. 473-481 ◽

Author(s):

Yaonan Wang ◽

Xiru Wu ◽

Yi Zuo

Keyword(s):

Neural Networks ◽

Fuzzy Control ◽

Time Delays ◽

Fuzzy Neural Networks ◽

Activation Functions ◽

Discontinuous Activation ◽

Fuzzy Neural ◽

Discontinuous Activation Functions ◽

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Tradeoff Analysis Between Control Time and Energy Consumption for Delayed Neural Networks With Discontinuous Activation Functions

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3125827 ◽

2021 ◽

pp. 1-12

Author(s):

Chongyang Chen ◽

Song Zhu ◽

Zhigang Zeng

Keyword(s):

Neural Networks ◽

Energy Consumption ◽

Activation Functions ◽

Tradeoff Analysis ◽

Delayed Neural Networks ◽

Discontinuous Activation ◽

Control Time ◽

Discontinuous Activation Functions ◽

Time And Energy

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Finite Time Stability Analysis of Fractional-Order Complex-Valued Memristive Neural Networks with Proportional Delays

Neural Processing Letters ◽

10.1007/s11063-019-10097-7 ◽

2019 ◽

Vol 51 (1) ◽

pp. 407-426 ◽

Author(s):

M. Syed Ali ◽

G. Narayanan ◽

Zeynep Orman ◽

Vineet Shekher ◽

Sabri Arik

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Fractional Order ◽

Finite Time ◽

Order Complex ◽

Memristive Neural Networks ◽

Time Stability ◽

Finite Time Stability ◽

Proportional Delays ◽

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