Research Progress on Chaos, Memory and Neural Network Circuits Based on Memristor

被引：27
作者：
Wang Chunhua [1 ]
Lin Hairong [1 ]
Sun Jingru [1 ]
Zhou Ling [2 ]
Zhou Chao [1 ]
Deng Quanli [1 ]
机构：
[1] Hunan Univ, Coll Comp Sci & Elect Engn, Changsha 410082, Peoples R China
[2] Hunan Univ Sci & Engeneering, Sch Elect & Informat Engn, Yongzhou 425199, Peoples R China
来源：
JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY | 2020年 / 42卷 / 04期
基金：
中国国家自然科学基金;
关键词：
Memristor; Chaos circuit; Memory; Neural network; FINITE-TIME SYNCHRONIZATION; ELECTROMAGNETIC INDUCTION; DYNAMICS; NEURONS; DESIGN; MODEL; ATTRACTORS; BRIDGE; SYSTEM; HYPERCHAOS;
D O I：
10.11999/JEIT190821
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Memristor is the fourth basic electronic component in addition to resistor, capacitor and inductor. It is a nonlinear device with memory characteristics, which can be used to design chaotic circuits, memory devices and neural networks. The design of memristor-based chaos circuits, memory and neural systems, and some research of neural dynamics in this field are reviewed, and their research prospects are also given.
引用
收藏
页码：795 / 810
页数：16
相关论文
共 160 条
  • [1] Finite-time synchronization for memristor-based neural networks with time-varying delays
    Abdurahman, Abdujelil
    Jiang, Haijun
    Teng, Zhidong
    [J]. NEURAL NETWORKS, 2015, 69 : 20 - 28
  • [2] A Circuit-Based Learning Architecture for Multilayer Neural Networks With Memristor Bridge Synapses
    Adhikari, Shyam Prasad
    Kim, Hyongsuk
    Budhathoki, Ram Kaji
    Yang, Changju
    Chua, Leon O.
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2015, 62 (01) : 215 - 223
  • [3] Three Fingerprints of Memristor
    Adhikari, Shyam Prasad
    Sah, Maheshwar Pd
    Kim, Hyongsuk
    Chua, Leon O.
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2013, 60 (11) : 3008 - 3021
  • [4] Memristor Bridge Synapse-Based Neural Network and Its Learning
    Adhikari, Shyam Prasad
    Yang, Changju
    Kim, Hyongsuk
    Chua, Leon O.
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2012, 23 (09) : 1426 - 1435
  • [5] NONSMOOTH BIFURCATIONS, TRANSIENT HYPERCHAOS AND HYPERCHAOTIC BEATS IN A MEMRISTIVE MURALI-LAKSHMANAN-CHUA CIRCUIT
    Ahamed, A. Ishaq
    Lakshmanan, M.
    [J]. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2013, 23 (06):
  • [6] Pattern classification by memristive crossbar circuits using ex situ and in situ training
    Alibart, Fabien
    Zamanidoost, Elham
    Strukov, Dmitri B.
    [J]. NATURE COMMUNICATIONS, 2013, 4
  • [7] Floating memristor emulator with subthreshold region
    Babacan, Yunus
    Kacar, Firat
    [J]. ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, 2017, 90 (02) : 471 - 475
  • [8] Three-Dimensional Memristive Hindmarsh-Rose Neuron Model with Hidden Coexisting Asymmetric Behaviors
    Bao, Bocheng
    Hu, Aihuang
    Bao, Han
    Xu, Quan
    Chen, Mo
    Wu, Huagan
    [J]. COMPLEXITY, 2018,
  • [9] Coexisting Behaviors of Asymmetric Attractors in Hyperbolic-Type Memristor based Hopfield Neural Network
    Bao, Bocheng
    Qian, Hui
    Xu, Quan
    Chen, Mo
    Wang, Jiang
    Yu, Yajuan
    [J]. FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2017, 11
  • [10] A Simple Third-Order Memristive Band Pass Filter Chaotic Circuit
    Bao, Bocheng
    Wang, Ning
    Xu, Quan
    Wu, Huagan
    Hu, Yihua
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2017, 64 (08) : 977 - 981
12345678910