Stages of abstraction and exemplar memorization in pigeon category learning

被引:58
|
作者
Cook, Robert G. [1 ]
Smith, J. David
机构
[1] Tufts Univ, Dept Psychol, Medford, MA 02155 USA
[2] SUNY Buffalo, Dept Psychol, Buffalo, NY 14260 USA
[3] SUNY Buffalo, Ctr Cognit Sci, Buffalo, NY 14260 USA
关键词
D O I
10.1111/j.1467-9280.2006.01833.x
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
It has been proposed that human category learning consists of an early abstraction-based stage followed by a later exemplar-memorization stage. To investigate whether similar processing stages extend to category learning in a nonverbal species, we applied a prototype-exception paradigm to investigating pigeon category learning. Five birds and 8 humans learned six-dimensional perceptual categories constructed to include prototypes, typical items, and exceptions. We evaluated the birds' and humans' categorization strategies at different points during learning. Early on in both species, prototype performance improved rapidly as exception performance remained below chance, indicating an initial mastery of the categories' general structure. Later on, exception performance improved selectively and dramatically, indicating exception-item resolution and exemplar memorization. Abstraction- and exemplar-based formal models reinforced these interpretations. The results suggest a psychological transition in pigeon category learning from abstraction- to exemplar-based processing similar to that found in humans.
引用
收藏
页码:1059 / 1067
页数:9
相关论文
共 50 条
  • [11] Abstraction and model evaluation in category learning
    Vanpaemel, Wolf
    Storms, Gert
    BEHAVIOR RESEARCH METHODS, 2010, 42 (02) : 421 - 437
  • [12] Rule and Exemplar-based Transfer in Category Learning
    Liu, Zhiya
    Liao, Siyao
    Seger, Carol A.
    JOURNAL OF COGNITIVE NEUROSCIENCE, 2023, 35 (04) : 628 - 644
  • [13] EXEMPLAR MODELS AND WEIGHTED CUE MODELS IN CATEGORY LEARNING
    TARABAN, R
    PALACIOS, JM
    CATEGORIZATION BY HUMANS AND MACHINES, 1993, 29 : 91 - 127
  • [14] Focusing and Shifting Attention in Pigeon Category Learning
    Castro, Leyre
    Wiger, Ella Remund
    Wasserman, Edward
    JOURNAL OF EXPERIMENTAL PSYCHOLOGY-ANIMAL LEARNING AND COGNITION, 2021, 47 (03) : 371 - 383
  • [15] Exemplar learning reveals the representational origins of expert category perception
    Collins, Elliot
    Behrmann, Marlene
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (20) : 11167 - 11177
  • [16] INVESTIGATIONS OF AN EXEMPLAR-BASED CONNECTIONIST MODEL OF CATEGORY LEARNING
    NOSOFSKY, RM
    KRUSCHKE, JK
    PSYCHOLOGY OF LEARNING AND MOTIVATION, 1992, 28 : 207 - 250
  • [17] ALCOVE - AN EXEMPLAR-BASED CONNECTIONIST MODEL OF CATEGORY LEARNING
    KRUSCHKE, JK
    NOSOFSKY, RM
    BULLETIN OF THE PSYCHONOMIC SOCIETY, 1991, 29 (06) : 475 - 475
  • [18] Prototype or Exemplar Representations in the 5/5 Category Learning Task
    Chen, Fang
    Li, Peijuan
    Chen, Hao
    Seger, Carol A.
    Liu, Zhiya
    BEHAVIORAL SCIENCES, 2024, 14 (06)
  • [19] ALCOVE - AN EXEMPLAR-BASED CONNECTIONIST MODEL OF CATEGORY LEARNING
    KRUSCHKE, JK
    PSYCHOLOGICAL REVIEW, 1992, 99 (01) : 22 - 44
  • [20] Prototype and exemplar accounts of category learning and attentional allocation: A reassessment
    Zaki, SR
    Nosofsky, RM
    Stanton, RD
    Cohen, AL
    JOURNAL OF EXPERIMENTAL PSYCHOLOGY-LEARNING MEMORY AND COGNITION, 2003, 29 (06) : 1160 - 1173