Saturation region attractivity analysis for memristive neural networks under the strong external input

Mapping Intimacies ◽

10.1109/icnc52316.2021.9608894 ◽

2021 ◽

Author(s):

Gang Bao ◽

Xue Zhou ◽

Wenbin Hu

Keyword(s):

Neural Networks ◽

External Input ◽

Memristive Neural Networks ◽

Saturation Region

Download Full-text

Algebraic criteria for reachable set estimation of delayed memristive neural networks

IET Control Theory and Applications ◽

10.1049/iet-cta.2018.5959 ◽

2019 ◽

Vol 13 (11) ◽

pp. 1736-1743 ◽

Author(s):

Jiemei Zhao

Keyword(s):

Neural Networks ◽

Reachable Set ◽

Memristive Neural Networks ◽

Set Estimation ◽

Reachable Set Estimation

Download Full-text

Memristive Neural Networks: Zeolite‐Based Memristive Synapse with Ultralow Sub‐10‐fJ Energy Consumption for Neuromorphic Computation (Small 13/2021)

Small ◽

10.1002/smll.202170057 ◽

2021 ◽

Vol 17 (13) ◽

pp. 2170057

Author(s):

Tao Zeng ◽

Xiaoqin Zou ◽

Zhongqiang Wang ◽

Guangli Yu ◽

Zhi Yang ◽

...

Keyword(s):

Neural Networks ◽

Energy Consumption ◽

Memristive Neural Networks

Download Full-text

Local learning in Memristive Neural Networks for Pattern Reconstruction

2021 IEEE International Symposium on Circuits and Systems (ISCAS) ◽

10.1109/iscas51556.2021.9401709 ◽

2021 ◽

Author(s):

Gianluca Zoppo ◽

Francesco Marrone ◽

Fernando Corinto

Keyword(s):

Neural Networks ◽

Local Learning ◽

Memristive Neural Networks ◽

Pattern Reconstruction

Download Full-text

Dynamical robustness and firing modes in multilayer memristive neural networks of nonidentical neurons

Applied Mathematics and Computation ◽

10.1016/j.amc.2021.126384 ◽

2021 ◽

Vol 409 ◽

pp. 126384

Author(s):

Yuanyuan Liu ◽

Zhongkui Sun ◽

Xiaoli Yang ◽

Wei Xu

Keyword(s):

Neural Networks ◽

Memristive Neural Networks

Download Full-text

Exponential quasi-synchronization of coupled delayed memristive neural networks via intermittent event-triggered control

Neural Networks ◽

10.1016/j.neunet.2021.01.017 ◽

2021 ◽

Author(s):

Jiejie Chen ◽

Boshan Chen ◽

Zhigang Zeng

Keyword(s):

Neural Networks ◽

Memristive Neural Networks ◽

Event Triggered

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

Interstice: Inverter-Based Memristive Neural Networks Discretization for Function Approximation Applications

IEEE Transactions on Very Large Scale Integration (VLSI) Systems ◽

10.1109/tvlsi.2020.2991795 ◽

2020 ◽

Vol 28 (7) ◽

pp. 1578-1588 ◽

Author(s):

Shaghayegh Vahdat ◽

Mehdi Kamal ◽

Ali Afzali-Kusha ◽

Massoud Pedram

Keyword(s):

Neural Networks ◽

Function Approximation ◽

Memristive Neural Networks

Download Full-text

New results on synchronization for second-order fuzzy memristive neural networks with time-varying and infinite distributed delays

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.107397 ◽

2021 ◽

pp. 107397

Author(s):

Tingting Zhang ◽

Jigui Jian

Keyword(s):

Neural Networks ◽

Second Order ◽

Distributed Delays ◽

Time Varying ◽

Memristive Neural Networks ◽

Infinite Distributed Delays

Download Full-text

Relaxed dissipativity criteria for memristive neural networks with leakage and time-varying delays

Neurocomputing ◽

10.1016/j.neucom.2015.07.029 ◽

2016 ◽

Vol 171 ◽

pp. 708-718 ◽

Author(s):

Jianying Xiao ◽

Shouming Zhong ◽

Yongtao Li

Keyword(s):

Neural Networks ◽

Time Varying ◽

Memristive Neural Networks

Download Full-text

Non-fragile state observation for delayed memristive neural networks: Continuous-time case and discrete-time case

Neurocomputing ◽

10.1016/j.neucom.2017.03.039 ◽

2017 ◽

Vol 245 ◽

pp. 102-113 ◽

Author(s):

Ruoxia Li ◽

Jinde Cao ◽

Ahmed Alsaedi ◽

Tasawar Hayat

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Continuous Time ◽

Memristive Neural Networks ◽

Fragile State ◽

State Observation ◽

Discrete Time Case

Download Full-text