OPTIMAL STORAGE CAPACITY FOR DILUTED MULTISTATE NEURAL NETWORKS - CONTINUOUS AND DISCRETE COUPLINGS

被引：0
|
作者：
BOLLE, D
DUPONT, P
VANMOURIK, J
机构：
[1] Instituut voor Theoretische Fysica, K. U. Leuven
来源：
PHYSICA A | 1992年 / 185卷 / 1-4期
关键词：
D O I：
10.1016/0378-4371(92)90475-6
中图分类号：
O4 [物理学];
学科分类号：
0702 ;
摘要：
Using the Gardner approach, the optimal storage capacity is considered for diluted networks with multi-state neurons and spherical or local constraints on the couplings. The first results are discussed about its dependence upon the number of states of the neuron, the amount of dilution and the number of discrete values for the couplings
引用
收藏
页码：357 / 362
页数：6
相关论文
共 50 条
  • [1] CAPACITY OF DILUTED MULTISTATE NEURAL NETWORKS
    BOLLE, D
    VANMOURIK, J
    JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1994, 27 (04): : 1151 - 1161
  • [2] STORAGE CAPACITY OF A DILUTED NEURAL NETWORK WITH ISING COUPLINGS
    BOUTEN, M
    KOMODA, A
    SERNEELS, R
    JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1990, 23 (12): : 2605 - 2612
  • [3] CAPACITY OF NEURAL NETWORKS WITH DISCRETE SYNAPTIC COUPLINGS
    GUTFREUND, H
    STEIN, Y
    JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1990, 23 (12): : 2613 - 2630
  • [4] THE OPTIMAL STORAGE CAPACITY FOR A NEURAL NETWORK WITH MULTISTATE NEURONS
    BOLLE, D
    DUPONT, P
    VANMOURIK, J
    EUROPHYSICS LETTERS, 1991, 15 (08): : 893 - 898
  • [5] DYNAMICS AND OPTIMAL STORAGE CAPACITY OF NEURAL NETWORKS
    DERRIDA, B
    PHYSICA SCRIPTA, 1989, T29 : 24 - 30
  • [6] OPTIMAL STORAGE CAPACITY OF NEURAL NETWORKS AT FINITE TEMPERATURES
    SHIM, GM
    KIM, D
    CHOI, MY
    JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1993, 26 (15): : 3741 - 3755
  • [7] Critical capacity of Hopfield neural networks with optimal storage
    Guo, Donghui
    Chen, Zhenxiang
    Liu, Ruitang
    Wu, Boxi
    Zheng, Liming
    Zheng, Lilong
    Jisuanji Xuebao/Chinese Journal of Computers, 1997, 20 (01): : 77 - 81
  • [8] Optimal storage capacity of quantum Hopfield neural networks
    Boedeker, Lukas
    Fiorelli, Eliana
    Miller, Markus
    PHYSICAL REVIEW RESEARCH, 2023, 5 (02):
  • [9] Lag synchronization for coupled neural networks with multistate or multiderivative couplings
    Zhu, Yan-Ran
    Wang, Jin-Liang
    Han, Xiao
    NEUROCOMPUTING, 2024, 591
  • [10] ON THE STABILITY, STORAGE CAPACITY, AND DESIGN OF NONLINEAR CONTINUOUS NEURAL NETWORKS
    GUEZ, A
    PROTOPOPSECU, V
    BARHEN, J
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1988, 18 (01): : 80 - 87
12345