SPARSE CODING AND INFORMATION IN HEBBIAN NEURAL NETWORKS

被引:5
|
作者
PEREZVICENTE, CJ [1 ]
机构
[1] UNIV AUTONOMA BARCELONA,DEPT FIS,DIV FIS ESTADIST,E-08193 BARCELONA,SPAIN
来源
EUROPHYSICS LETTERS | 1989年 / 10卷 / 07期
关键词
D O I
10.1209/0295-5075/10/7/003
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
引用
收藏
页码:621 / 625
页数:5
相关论文
共 50 条
  • [1] BAYESIAN NEURAL NETWORKS FOR SPARSE CODING
    Kuzin, Danil
    Isupova, Olga
    Mihaylova, Lyudmila
    [J]. 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2019, : 2992 - 2996
  • [2] Sparse coding for layered neural networks
    Katayama, K
    Sakata, Y
    Horiguchi, T
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2002, 310 (3-4) : 532 - 546
  • [3] EFFICIENT INFORMATION-TRANSFER AND ANTI-HEBBIAN NEURAL NETWORKS
    PLUMBLEY, MD
    [J]. NEURAL NETWORKS, 1993, 6 (06) : 823 - 833
  • [4] Convolutional Neural Networks Analyzed via Convolutional Sparse Coding
    Papyan, Vardan
    Romano, Yaniv
    Elad, Michael
    [J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2017, 18 : 1 - 52
  • [5] Compression of Deep Neural Networks with Structured Sparse Ternary Coding
    Yoonho Boo
    Wonyong Sung
    [J]. Journal of Signal Processing Systems, 2019, 91 : 1009 - 1019
  • [6] Efficient computation via sparse coding in electrosensory neural networks
    Chacron, Maurice J.
    Longtin, Andre
    Maler, Leonard
    [J]. CURRENT OPINION IN NEUROBIOLOGY, 2011, 21 (05) : 752 - 760
  • [7] Compression of Deep Neural Networks with Structured Sparse Ternary Coding
    Boo, Yoonho
    Sung, Wonyong
    [J]. JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2019, 91 (09): : 1009 - 1019
  • [8] Hierarchical Sparse Coding of Objects in Deep Convolutional Neural Networks
    Liu, Xingyu
    Zhen, Zonglei
    Liu, Jia
    [J]. FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 14
  • [9] Unsupervised Hebbian learning in neural networks
    Freisleben, B
    Hagen, C
    [J]. COMPUTING ANTICIPATORY SYSTEMS: CASYS - FIRST INTERNATIONAL CONFERENCE, 1998, 437 : 606 - 625
  • [10] Sparse coding in sparse winner networks
    Starzyk, Janusz A.
    Liu, Yinyin
    Vogel, David
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 2, PROCEEDINGS, 2007, 4492 : 534 - +