An overview of stability analysis and state estimation for memristive neural networks

Neurocomputing ◽

10.1016/j.neucom.2020.01.066 ◽

2020 ◽

Vol 391 ◽

pp. 1-12 ◽

Author(s):

Hongjian Liu ◽

Lifeng Ma ◽

Zidong Wang ◽

Yurong Liu ◽

Fuad E. Alsaadi

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

State Estimation ◽

Memristive Neural Networks

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Stability Analysis and State Estimation of Memristive Neural Networks

10.1201/9781003189152 ◽

2021 ◽

Author(s):

Hongjian Liu ◽

Zidong Wang ◽

Lifeng Ma

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

State Estimation ◽

Memristive Neural Networks

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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 ◽

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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

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Stability Analysis for Discrete-Time Stochastic Memristive Neural Networks with Both Leakage and Probabilistic Delays

Stability Analysis and State Estimation of Memristive Neural Networks ◽

10.1201/9781003189152-5 ◽

2021 ◽

pp. 77-94

Author(s):

Hongjian Liu ◽

Zidong Wang ◽

Lifeng Ma

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Discrete Time ◽

Memristive Neural Networks

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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

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An LMI Based State Estimation for Fractional-Order Memristive Neural Networks with Leakage and Time Delays

Neural Processing Letters ◽

10.1007/s11063-020-10338-0 ◽

2020 ◽

Vol 52 (3) ◽

pp. 2089-2108

Author(s):

G. Nagamani ◽

M. Shafiya ◽

G. Soundararajan

Keyword(s):

Neural Networks ◽

State Estimation ◽

Fractional Order ◽

Time Delays ◽

Memristive Neural Networks

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State estimation for complex-valued memristive neural networks with time-varying delays

Advances in Difference Equations ◽

10.1186/s13662-018-1575-1 ◽

2018 ◽

Vol 2018 (1) ◽

Author(s):

Runan Guo ◽

Ziye Zhang ◽

Ming Gao

Keyword(s):

Neural Networks ◽

State Estimation ◽

Time Varying ◽

Memristive Neural Networks ◽

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Delay-partitioning approach to stability analysis of state estimation for neutral-type neural networks with both time-varying delays and leakage term via sampled-data control

International Journal of Systems Science ◽

10.1080/00207721.2017.1282060 ◽

2017 ◽

Vol 48 (8) ◽

pp. 1752-1765 ◽

Author(s):

R. Samidurai ◽

S. Rajavel ◽

Jinde Cao ◽

Ahmad Alsaedi ◽

Fuad Alsaadi ◽

...

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

State Estimation ◽

Neutral Type ◽

Time Varying ◽

Sampled Data ◽

Leakage Term ◽

Data Control ◽

Sampled Data Control ◽

Delay Partitioning

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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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H∞ and l2-l∞ state estimation for delayed memristive neural networks on finite horizon: The Round-Robin protocol

Neural Networks ◽

10.1016/j.neunet.2020.08.006 ◽

2020 ◽

Vol 132 ◽

pp. 121-130

Author(s):

Hongjian Liu ◽

Zidong Wang ◽

Weiyin Fei ◽

Jiahui Li

Keyword(s):

Neural Networks ◽

State Estimation ◽

Round Robin ◽

Finite Horizon ◽

Memristive Neural Networks

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