On State Estimation for Discrete Time-Delayed Memristive Neural Networks under the WTOD Protocol: A Resilient Set-Membership Approach

Stability Analysis and State Estimation of Memristive Neural Networks ◽

10.1201/9781003189152-7 ◽

2021 ◽

pp. 117-134

Author(s):

Hongjian Liu ◽

Zidong Wang ◽

Lifeng Ma

Keyword(s):

Neural Networks ◽

State Estimation ◽

Discrete Time ◽

Memristive Neural Networks ◽

Download Full-text

On State Estimation for Discrete Time-Delayed Memristive Neural Networks Under the WTOD Protocol: A Resilient Set-Membership Approach

IEEE Transactions on Systems Man and Cybernetics Systems ◽

10.1109/tsmc.2021.3049306 ◽

2021 ◽

pp. 1-11

Author(s):

Hongjian Liu ◽

Zidong Wang ◽

Weiyin Fei ◽

Hongli Dong

Keyword(s):

Neural Networks ◽

State Estimation ◽

Discrete Time ◽

Memristive Neural Networks ◽

Download Full-text

Dissipative State Estimation for Delayed Discrete-Time Memristive Neural Networks Under Dynamic Event-Triggered Mechanisms and Deception Attacks

10.1109/icnc52316.2021.9607893 ◽

2021 ◽

Author(s):

Huimin Tao ◽

Hongjian Liu ◽

Jiali Zhu ◽

Hailong Tan

Keyword(s):

Neural Networks ◽

State Estimation ◽

Discrete Time ◽

Memristive Neural Networks ◽

Dynamic Event ◽

Event Triggered ◽

Dissipative State

Download Full-text

Delay-Distribution-Dependent H∞ State Estimation for Discrete-Time Memristive Neural Networks with Mixed Time-Delays and Fading Measurements

Stability Analysis and State Estimation of Memristive Neural Networks ◽

10.1201/9781003189152-6 ◽

2021 ◽

pp. 95-116

Author(s):

Hongjian Liu ◽

Zidong Wang ◽

Lifeng Ma

Keyword(s):

Neural Networks ◽

State Estimation ◽

Discrete Time ◽

Time Delays ◽

Memristive Neural Networks ◽

Delay Distribution ◽

Mixed Time Delays

Download Full-text

Event-Triggered $H_\infty$ State Estimation for Delayed Stochastic Memristive Neural Networks With Missing Measurements: The Discrete Time Case

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2017.2728639 ◽

2018 ◽

Vol 29 (8) ◽

pp. 3726-3737 ◽

Keyword(s):

Neural Networks ◽

State Estimation ◽

Discrete Time ◽

Memristive Neural Networks ◽

Missing Measurements ◽

Discrete Time Case ◽

Event Triggered

Download Full-text

Event-Triggered H∞ State Estimation for Delayed Stochastic Memristive Neural Networks with Missing Measurements: The Discrete Time Case

Stability Analysis and State Estimation of Memristive Neural Networks ◽

10.1201/9781003189152-3 ◽

2021 ◽

pp. 33-54

Author(s):

Hongjian Liu ◽

Zidong Wang ◽

Lifeng Ma

Keyword(s):

Neural Networks ◽

State Estimation ◽

Discrete Time ◽

Memristive Neural Networks ◽

Missing Measurements ◽

Discrete Time Case ◽

Event Triggered

Download Full-text

On Finite-Horizon H∞ State Estimation for Discrete-Time Delayed Memristive Neural Networks under Stochastic Communication Protocol

Stability Analysis and State Estimation of Memristive Neural Networks ◽

10.1201/9781003189152-8 ◽

2021 ◽

pp. 135-150

Author(s):

Hongjian Liu ◽

Zidong Wang ◽

Lifeng Ma

Keyword(s):

Neural Networks ◽

State Estimation ◽

Discrete Time ◽

Communication Protocol ◽

Finite Horizon ◽

Memristive Neural Networks

Download Full-text

Outlier-resistant l 2-l ∞ state estimation for discrete-time memristive neural networks with time-delays

Systems Science & Control Engineering ◽

10.1080/21642583.2020.1867663 ◽

2021 ◽

Vol 9 (1) ◽

pp. 88-97

Author(s):

Peifeng Zhao ◽

Hongjian Liu ◽

Guang He ◽

Derui Ding

Keyword(s):

Neural Networks ◽

State Estimation ◽

Discrete Time ◽

Time Delays ◽

Memristive Neural Networks

Download Full-text

Finite-horizon ${H_{\infty }}$ State Estimation for Discrete-Time Memristive Neural Networks with Time-Varying Delays and Fading Channels: A Dynamic Event-Triggered Approach

10.1109/icnc52316.2021.9608583 ◽

2021 ◽

Author(s):

Jiali Zhu ◽

Hongjian Liu ◽

Huimin Tao ◽

Hailong Tan

Keyword(s):

Neural Networks ◽

State Estimation ◽

Fading Channels ◽

Discrete Time ◽

Finite Horizon ◽

Time Varying ◽

Memristive Neural Networks ◽

Dynamic Event ◽

Event Triggered

Download Full-text

Resilient H∞ State Estimation for Discrete-Time Stochastic Delayed Memristive Neural Networks: A Dynamic Event-Triggered Mechanism

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2020.3021556 ◽

2020 ◽

pp. 1-10

Author(s):

Hongjian Liu ◽

Zidong Wang ◽

Weiyin Fei ◽

Jiahui Li

Keyword(s):

Neural Networks ◽

State Estimation ◽

Discrete Time ◽

Memristive Neural Networks ◽

Dynamic Event ◽

Event Triggered

Download Full-text

On finite-horizon H∞ state estimation for discrete-time delayed memristive neural networks under stochastic communication protocol

Information Sciences ◽

10.1016/j.ins.2020.11.002 ◽

2020 ◽

Author(s):

Hongjian Liu ◽

Zidong Wang ◽

Weiyin Fei ◽

Jiahui Li ◽

Fuad E. Alsaadi

Keyword(s):

Neural Networks ◽

State Estimation ◽

Discrete Time ◽

Communication Protocol ◽

Finite Horizon ◽

Memristive Neural Networks

Download Full-text