Simplex memory neural networks

被引：2
|
作者：
Ma, JW
机构：
[1] Institute of Mathematics, Shantou University
[2] Institute of Mathematics, Shantou University, Guangdong
来源：
NEURAL NETWORKS | 1997年 / 10卷 / 01期
关键词：
content-addressable memory; associate memory; Hebbian learning rule; pattern; error correcting;
D O I：
10.1016/S0893-6080(96)00059-7
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The biological neural network-simplex memory neural network-is proposed to describe the mechanisms of pattern memory in the brain. A mathematical model of the simplex memory neural network is constructed to memorize any binary pattern with content-addressable memory function. Under Hebbian learning rule, the new network has some important functions in accord with the learning and memory behaviors of the brain. Copyright (C) 1996 Elsevier Science Ltd.
引用
收藏
页码：25 / 29
页数：5
相关论文
共 50 条
  • [1] MEMORY MAINTENANCE IN NEURAL NETWORKS
    SHINOMOTO, S
    JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1987, 20 (18): : L1305 - L1309
  • [2] Memory Technologies for Neural Networks
    Merrikh-Bayat, F.
    Prezioso, M.
    Guo, X.
    Hoskins, B.
    Strukov, D. B.
    Likharev, K. K.
    2015 IEEE 7TH INTERNATIONAL MEMORY WORKSHOP (IMW), 2015, : 61 - 64
  • [3] MEMORY MELTING IN NEURAL NETWORKS
    PEREZ, P
    PHYSICAL REVIEW A, 1989, 39 (08): : 4303 - 4305
  • [4] NEURAL NETWORKS WITH TRANSPARENT MEMORY
    FONTANARI, JF
    KOBERLE, R
    JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1988, 21 (04): : L259 - L262
  • [5] A Taxonomy for Neural Memory Networks
    Ma, Ying
    Principe, Jose C.
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 31 (06) : 1780 - 1793
  • [6] NEURAL NETWORKS - SLEEP AND MEMORY
    SEJNOWSKI, TJ
    CURRENT BIOLOGY, 1995, 5 (08) : 832 - 834
  • [7] Distributed memory and localized memory in neural Networks
    Wang, LP
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 1996, 9 (02) : 121 - 127
  • [8] Learning, memory, and neural networks: Introduction
    Gelperin, A
    BIOLOGICAL BULLETIN, 1996, 191 (01): : 60 - 61
  • [9] Sketch based Memory for Neural Networks
    Panigrahy, Rina
    Wang, Xin
    Zaheer, Manzil
    24TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS (AISTATS), 2021, 130
  • [10] Neural networks involved in learning and memory
    Smith-Hicks, Constance
    ANNALS OF NEUROLOGY, 2006, 60 (05) : 634 - 634
12345