Extracting higher-level relationships in connectionist models

被引：0
作者：
Marcus, GF
机构：
来源：
BEHAVIORAL AND BRAIN SCIENCES | 1997年 / 20卷 / 01期
关键词：
D O I：
10.1017/S0140525X9735002X
中图分类号：
B84 [心理学];
学科分类号：
04 ; 0402 ;
摘要：
Connectionist networks excel at extracting statistical regularities but have trouble extracting higher-order relationships. Clark & Thornton suggest that a solution to this problem might come from Elman (1993), but I argue that the success of Elman's single recurrent network is illusory, and show that it cannot in fact represent abstract relationships that can be generalized to novel instances, undermining Clark & Thornton's key arguments.
引用
收藏
页码：77 / &
相关论文
共 50 条
  • [41] Higher-level relationships of snakes inferred from four nuclear and mitochondrial genes
    Vidal, N
    Hedges, SB
    COMPTES RENDUS BIOLOGIES, 2002, 325 (09) : 977 - 985
  • [42] Fused RSOS lattice models as higher-level nonunitary minimal cosets
    Tartaglia, Elena
    Pearce, Paul A.
    JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 2016, 49 (18)
  • [43] Comprehensive phylogenomic analyses revealed higher-level phylogenetic relationships within the Cucujiformia
    Li, Xing-Hao
    Li, Ru-Fan
    Hu, Fang-Jing
    Zheng, Shuai
    Rao, Fu-Qiang
    An, Rong
    Li, Yong-Hong
    Liu, De-Guang
    JOURNAL OF SYSTEMATICS AND EVOLUTION, 2024, 62 (06) : 1137 - 1149
  • [44] HIGHER-LEVEL KAC-MOODY STRING MODELS AND THEIR PHENOMENOLOGICAL IMPLICATIONS
    FONT, A
    IBANEZ, LE
    QUEVEDO, F
    NUCLEAR PHYSICS B, 1990, 345 (2-3) : 389 - 430
  • [45] HIGHER-LEVEL RELATIONSHIPS OF THE ARCTOID CARNIVORA BASED ON SEQUENCE DATA AND TOTAL EVIDENCE
    VRANA, PB
    MILINKOVITCH, MC
    POWELL, JR
    WHEELER, WC
    MOLECULAR PHYLOGENETICS AND EVOLUTION, 1994, 3 (01) : 47 - 58
  • [46] Mitochondrial genome of Argopecten irradians reveals higher-level phylogenetic relationships in Anisomyaria
    Xin, Zhao-Zhe
    Liu, Yu
    Li, Chao-Feng
    Zhang, Dai-Zhen
    Jiang, Sen-Hao
    Zhang, Hua-Bin
    Zhou, Chun -Lin
    Tang, Bo -Ping
    Liu, Qiu-Ning
    Dai, Li -Shang
    INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES, 2018, 117 : 1089 - 1092
  • [47] Incorporating nonlinear signal analysis results in higher-level reasoning models
    Hudson, DL
    Cohen, ME
    SECOND JOINT EMBS-BMES CONFERENCE 2002, VOLS 1-3, CONFERENCE PROCEEDINGS: BIOENGINEERING - INTEGRATIVE METHODOLOGIES, NEW TECHNOLOGIES, 2002, : 28 - 29
  • [48] Studies of higher-level reading abilities
    Robinson, FP
    Hall, P
    JOURNAL OF EDUCATIONAL PSYCHOLOGY, 1941, 32 : 241 - 252
  • [49] Alternative Relations and Higher-Level Categories
    Kuperschmidt, Itai
    FOLIA LINGUISTICA, 2018, 52 : 125 - 145
  • [50] HIGHER-LEVEL PROTOCOLS ENHANCE ETHERNET
    WHITE, J
    DALAL, Y
    ELECTRONIC DESIGN, 1982, 30 (08) : SS33 - SS41
12345