A Novel Delay-Product-Type Functional Method to Extended Dissipativity Analysis for Markovian Jump Neural Networks

IEEE Access ◽

10.1109/access.2021.3054770 ◽

2021 ◽

Vol 9 ◽

pp. 20170-20178

Author(s):

Xiaoping Huang ◽

Caiyun Wu ◽

Yuzhong Wang ◽

Wendong Li

Keyword(s):

Neural Networks ◽

Functional Method ◽

Product Type ◽

Markovian Jump ◽

Dissipativity Analysis ◽

Markovian Jump Neural Networks

Download Full-text

Extended Dissipativity Analysis for Markovian Jump Neural Networks via Double-Integral-Based Delay-Product-Type Lyapunov Functional

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2020.3008691 ◽

2020 ◽

pp. 1-7 ◽

Author(s):

Yufeng Tian ◽

Zhanshan Wang

Keyword(s):

Neural Networks ◽

Lyapunov Functional ◽

Product Type ◽

Markovian Jump ◽

Double Integral ◽

Dissipativity Analysis ◽

Markovian Jump Neural Networks

Download Full-text

Extended Dissipativity Analysis for Markovian Jump Neural Networks With Time-Varying Delay via Delay-Product-Type Functionals

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2018.2885115 ◽

2019 ◽

Vol 30 (8) ◽

pp. 2528-2537 ◽

Author(s):

Wen-Juan Lin ◽

Yong He ◽

Chuan-Ke Zhang ◽

Min Wu ◽

Jianhua Shen

Keyword(s):

Neural Networks ◽

Product Type ◽

Time Varying ◽

Markovian Jump ◽

Time Varying Delay ◽

Dissipativity Analysis ◽

Varying Delay ◽

Markovian Jump Neural Networks

Download Full-text

H∞ performance analysis for delayed Markovian jump neural networks via the Lyapunov-Krasovskii functional with delay-product-type terms

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2021.08.032 ◽

2021 ◽

Author(s):

Guoqiang Tan ◽

Zhanshan Wang

Keyword(s):

Neural Networks ◽

Performance Analysis ◽

Product Type ◽

Markovian Jump ◽

Markovian Jump Neural Networks

Download Full-text

Dissipativity Analysis for Markovian Jump Neural Networks with Time-Varying Delay via An Extended Relaxed Integral Inequality

2018 37th Chinese Control Conference (CCC) ◽

10.23919/chicc.2018.8483888 ◽

2018 ◽

Author(s):

LIN Wen-Juan ◽

HE Yong

Keyword(s):

Neural Networks ◽

Integral Inequality ◽

Time Varying ◽

Markovian Jump ◽

Time Varying Delay ◽

Dissipativity Analysis ◽

Varying Delay ◽

Markovian Jump Neural Networks

Download Full-text

Further results on dissipativity analysis for Markovian jump neural networks with randomly occurring uncertainties and leakage delays

Neural Computing and Applications ◽

10.1007/s00521-017-2942-7 ◽

2017 ◽

Vol 30 (11) ◽

pp. 3565-3579 ◽

Author(s):

T. Radhika ◽

G. Nagamani ◽

Quanxin Zhu ◽

S. Ramasamy ◽

R. Saravanakumar

Keyword(s):

Neural Networks ◽

Markovian Jump ◽

Leakage Delays ◽

Randomly Occurring Uncertainties ◽

Dissipativity Analysis ◽

Markovian Jump Neural Networks

Download Full-text

Asynchronous finite-time state estimation for semi-Markovian jump neural networks with randomly occurred sensor nonlinearities

Neurocomputing ◽

10.1016/j.neucom.2020.12.027 ◽

2021 ◽

Vol 432 ◽

pp. 240-249

Author(s):

Yao Wang ◽

Shengyuan Xu ◽

Yongmin Li ◽

Yuming Chu ◽

Zhengqiang Zhang

Keyword(s):

Neural Networks ◽

State Estimation ◽

Finite Time ◽

Markovian Jump ◽

Markovian Jump Neural Networks

Download Full-text

Finite-time sampled-data synchronization for uncertain neutral-type semi-Markovian jump neural networks with mixed time-varying delays

Applied Mathematics and Computation ◽

10.1016/j.amc.2021.126197 ◽

2021 ◽

Vol 403 ◽

pp. 126197

Author(s):

Yao Wang ◽

Jun Guo ◽

Guobao Liu ◽

Junwei Lu ◽

Fangyuan Li

Keyword(s):

Neural Networks ◽

Finite Time ◽

Neutral Type ◽

Data Synchronization ◽

Time Varying ◽

Sampled Data ◽

Markovian Jump ◽

Markovian Jump Neural Networks

Download Full-text

Event-triggered dissipative synchronization for Markovian jump neural networks with general transition probabilities

International Journal of Robust and Nonlinear Control ◽

10.1002/rnc.4110 ◽

2018 ◽

Vol 28 (13) ◽

pp. 3893-3908 ◽

Author(s):

Yajuan Liu ◽

Ju H. Park ◽

Bao-Zhu Guo ◽

Fang Fang ◽

Funa Zhou

Keyword(s):

Neural Networks ◽

Transition Probabilities ◽

Markovian Jump ◽

Event Triggered ◽

Markovian Jump Neural Networks

Download Full-text

Reachable set estimation for Markovian jump neural networks with time-varying delay

Neural Networks ◽

10.1016/j.neunet.2018.09.011 ◽

2018 ◽

Vol 108 ◽

pp. 527-532 ◽

Author(s):

Wen-Juan Lin ◽

Yong He ◽

Min Wu ◽

Qingping Liu

Keyword(s):

Neural Networks ◽

Reachable Set ◽

Time Varying ◽

Markovian Jump ◽

Time Varying Delay ◽

Set Estimation ◽

Reachable Set Estimation ◽

Varying Delay ◽

Markovian Jump Neural Networks

Download Full-text

Finite-Horizon $l_2-l_\infty$ Synchronization for Time-Varying Markovian Jump Neural Networks Under Mixed-Type Attacks: Observer-Based Case

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2018.2873163 ◽

2019 ◽

Vol 30 (6) ◽

pp. 1695-1704 ◽

Author(s):

Yong Xu ◽

Jun-Yi Li ◽

Renquan Lu ◽

Chang Liu ◽

Yuanqing Wu

Keyword(s):

Neural Networks ◽

Finite Horizon ◽

Time Varying ◽

Markovian Jump ◽

Markovian Jump Neural Networks

Download Full-text