Learning in neural network memories

被引:43
作者
Abbott, L. F. [1 ]
机构
[1] Brandeis Univ, Dept Phys, Waltham, MA 02254 USA
关键词
D O I
10.1088/0954-898X/1/1/008
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Various algorithms for constructing a synaptic coupling matrix which can associatively map input patterns onto nearby stored memory patterns are reviewed. Issues discussed include performance, capacity, speed, efficiency and biological plausibility.
引用
收藏
页码:105 / 122
页数:18
相关论文
共 102 条
  • [31] Eccles, 2013, PHYSL SYNAPSES
  • [32] RANDOM DILUTION IN A NEURAL NETWORK FOR BIASED PATTERNS
    EVANS, MR
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1989, 22 (12): : 2103 - 2118
  • [33] CONTENT-ADDRESSABILITY AND LEARNING IN NEURAL NETWORKS
    FORREST, BM
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1988, 21 (01): : 245 - 255
  • [34] FUSTER JM, 1982, J NEUROSCI, V2, P361
  • [35] OPTIMAL STORAGE PROPERTIES OF NEURAL NETWORK MODELS
    GARDNER, E
    DERRIDA, B
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1988, 21 (01): : 271 - 284
  • [36] THE SPACE OF INTERACTIONS IN NEURAL NETWORK MODELS
    GARDNER, E
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1988, 21 (01): : 257 - 270
  • [37] MAXIMUM STORAGE CAPACITY IN NEURAL NETWORKS
    GARDNER, E
    [J]. EUROPHYSICS LETTERS, 1987, 4 (04): : 481 - 485
  • [38] GARDNER E, 1988, NEURAL COMPUTERS, P251
  • [39] LEARNING WITHIN BOUNDS AND DREAM SLEEP
    GESZTI, T
    PAZMANDI, F
    [J]. JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL, 1987, 20 (18): : L1299 - L1303
  • [40] GOLOMB D, 1989, WILLSHAW MODEL ASS M