An Expanded HP Memristor Model for Memristive Neural Network

被引：0
|
作者：
Dai, Yu [1 ]
Li, Chuandong [1 ]
机构：
[1] Chongqing Univ, Coll Comp Sci, Chongqing 400044, Peoples R China
来源：
NEURAL INFORMATION PROCESSING, ICONIP 2012, PT V | 2012年 / 7667卷
关键词：
Expanded HP memristor; R-on; memristance; memristive neural network;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, based on classical HP memristor we present an expanded model that fully considers the influence of R-on. We demonstrate the hysteresis effect of the expanded model, and then make a comparison with the HP model under certain voltage load. Simulations show the Expanded HP memristor is a good candidate for memristive neural networks.
引用
收藏
页码：647 / 653
页数：7
相关论文
共 50 条
  • [1] Expanded HP memristor model and simulation in STDP learning
    Dai, Yu
    Li, Chuandong
    Wang, Hui
    NEURAL COMPUTING & APPLICATIONS, 2014, 24 (01): : 51 - 57
  • [2] Expanded HP memristor model and simulation in STDP learning
    Yu Dai
    Chuandong Li
    Hui Wang
    Neural Computing and Applications, 2014, 24 : 51 - 57
  • [3] Constructing Multiscroll Memristive Neural Network With Local Activity Memristor and Application in Image Encryption
    Lai, Qiang
    Yang, Liang
    Hu, Genwen
    Guan, Zhi-Hong
    Iu, Herbert Ho-Ching
    IEEE TRANSACTIONS ON CYBERNETICS, 2024, 54 (07) : 4039 - 4048
  • [4] On Protecting Neural Network Model in Memristor Platforms
    Jin S.
    Wang Y.-H.
    Jisuanji Xuebao/Chinese Journal of Computers, 2022, 45 (11): : 2377 - 2392
  • [5] New Zero Power Memristor Emulator Model and Its Application in Memristive Neural Computation
    Kumar, Prashant
    Srivastava, Pushkar
    Ranjan, Rajeev Kumar
    Kumngern, Montree
    IEEE ACCESS, 2023, 11 : 5609 - 5616
  • [6] Multistable State and Phase Synchronization of Memristor-coupled Heterogeneous Memristive Cellular Neural Network
    Wu, Huagan
    Bian, Yixuan
    Chen, Mo
    Xu, Quan
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2024, 46 (09): : 3818 - 3826
  • [7] Designed Memristor Circuit for Self-Limited Analog Switching and its Application to a Memristive Neural Network
    Song, Hanchan
    Kim, Young Seok
    Park, Juseong
    Kim, Kyung Min
    ADVANCED ELECTRONIC MATERIALS, 2019, 5 (06):
  • [8] Memristive recurrent neural network
    Tornez Xavier, Gerardo Marcos
    Gomez Castaneda, Felipe
    Flores Nava, Luis Martin
    Moreno Cadenas, Jose Antonio
    NEUROCOMPUTING, 2018, 273 : 281 - 295
  • [9] A Memristive Neural Network Model With Associative Memory for Modeling Affections
    Ma, Deming
    Wang, Guangyi
    Han, Chunyan
    Shen, Yiran
    Liang, Yan
    IEEE ACCESS, 2018, 6 : 61614 - 61622
  • [10] High Level Abstraction of Memristor Model for Neural Network Simulation
    Bala, Anu
    Adeyemo, Adedotun
    Yang, Xiaohan
    Jabir, Abusaleh
    2016 SIXTH INTERNATIONAL SYMPOSIUM ON EMBEDDED COMPUTING AND SYSTEM DESIGN (ISED 2016), 2016, : 318 - 322
12345