IMPROVED WINNER-TAKE-ALL NEURAL NETWORK

被引：19
|
作者：
YEN, JC
CHANG, S
机构：
[1] Institute of Electrical Engineering, National Tsing Hua University, Hsinchu
来源：
ELECTRONICS LETTERS | 1992年 / 28卷 / 07期
关键词：
NEURAL NETWORKS;
D O I：
10.1049/el:19920419
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：
An improved MAXNET is proposed to realise the winner-takes-all function. In IMAX, the strength of mutual inhibitions between each processing unit is adaptively updated. We show that IMAX will converge faster than MAXNET. This result is also confirmed by simulations.
引用
收藏
页码：662 / 664
页数：3
相关论文
共 50 条
  • [1] Dynamics of a winner-take-all neural network
    Fang, YG
    Cohen, MA
    Kincaid, TG
    [J]. NEURAL NETWORKS, 1996, 9 (07) : 1141 - 1154
  • [2] Dynamically adaptable CMOS Winner-Take-All neural network
    Iizuka, K
    Miyamoto, M
    Matsui, H
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 9: PROCEEDINGS OF THE 1996 CONFERENCE, 1997, 9 : 713 - 719
  • [3] Scalable Hardware Winner-Take-All Neural Network with DPLL
    Azuma, Masaki
    Hikawa, Hiroomi
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2015, E98D (10): : 1838 - 1846
  • [4] Sparse representation from a winner-take-all neural network
    Zhang, N
    Weng, JY
    [J]. 2004 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, 2004, : 2209 - 2214
  • [5] Improved Winner-Take-All Circuit for Neural Network Based on Frequency-Modulated Signals
    Hikawa, Hiroomi
    [J]. 23RD IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS CIRCUITS AND SYSTEMS (ICECS 2016), 2016, : 85 - 88
  • [6] WINNER-TAKE-ALL NEURAL NET WITH MEMORY
    PANKOVE, J
    RADEHAUS, C
    WAGNER, K
    [J]. ELECTRONICS LETTERS, 1990, 26 (06) : 349 - 350
  • [7] WINNER-TAKE-ALL CELLULAR NEURAL NETWORKS
    SEILER, G
    NOSSEK, JA
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING, 1993, 40 (03): : 184 - 190
  • [8] Computation with Spikes in a Winner-Take-All Network
    Oster, Matthias
    Douglas, Rodney
    Liu, Shih-Chii
    [J]. NEURAL COMPUTATION, 2009, 21 (09) : 2437 - 2465
  • [9] Winner-take-all neural network for visual handwritten character recognition
    Tayel, M
    Shalaby, H
    Saleh, H
    [J]. THIRTEENTH NATIONAL RADIO SCIENCE CONFERENCE - NRSC'96, 1996, : 239 - 249
  • [10] Supervised Learning of DPLL Based Winner-Take-All Neural Network
    Azuma, Masaki
    Hikawa, Hiroomi
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON EVOLVABLE SYSTEMS (ICES), 2014, : 117 - 124
12345