Comparing performance of humans and pigeons in rule-based visual categorization tasks

被引:4
作者
Berg, Mark E. [1 ]
Ward, Matthew D. [2 ]
Dai, Zhijie [2 ,3 ]
Arantes, Joana [2 ,4 ]
Grace, Randolph C. [2 ,4 ]
机构
[1] Richard Stockton Coll New Jersey, Galloway, NJ USA
[2] Univ Canterbury, Christchurch 1, New Zealand
[3] Dongbei Univ Finance & Econ, Dalian, Liaoning, Peoples R China
[4] Univ Minho, P-4719 Braga, Portugal
关键词
Categorization; Selective attention; Rule based; Gabor stimuli; Pigeons; Humans; MULTIDIMENSIONAL STIMULI; RECEPTIVE-FIELDS; MULTIPLE SYSTEMS; CATEGORY; INTEGRATION; EXPLICIT; IMPLICIT; MONKEYS; MODEL;
D O I
10.1016/j.lmot.2013.11.001
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
We report two experiments which compare performance of pigeons and humans in rule-based categorization tasks with Gabor stimuli that varied in frequency and orientation. For different tasks, accurate responding depended on frequency while orientation varied but was non-relevant; or on orientation while frequency varied but was non-relevant. Results showed that humans learned both tasks faster than pigeons, with abrupt increases in accuracy that were indicative of rule-based responding, while pigeons learned the tasks gradually. In the frequency-relevant task, humans responded at near-optimal levels whereas accuracy for pigeons decreased when orientation was near vertical. These results suggest that humans are more adept than pigeons at solving categorization tasks that are facilitated by selective attention. However, both species responded suboptimally in the orientation-relevant task, with decreased levels of accuracy for exemplars with frequencies that were outside the middle of the range. Some processes mediating visual categorization of Gabor stimuli by humans and pigeons may be similar, despite functional and neuroanatomical differences. (C) 2013 Published by Elsevier Inc.
引用
收藏
页码:44 / 58
页数:15
相关论文
共 35 条
[1]   NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[2]  
[Anonymous], 2003, NONLINEAR PROGRAMMIN
[3]   A neurobiological theory of automaticity in perceptual categorization [J].
Ashby, F. Gregory ;
Ennis, John M. ;
Spiering, Brian J. .
PSYCHOLOGICAL REVIEW, 2007, 114 (03) :632-656
[4]   The neurobiology of human category learning [J].
Ashby, FG ;
Ell, SW .
TRENDS IN COGNITIVE SCIENCES, 2001, 5 (05) :204-210
[5]   DECISION RULES IN THE PERCEPTION AND CATEGORIZATION OF MULTIDIMENSIONAL STIMULI [J].
ASHBY, FG ;
GOTT, RE .
JOURNAL OF EXPERIMENTAL PSYCHOLOGY-LEARNING MEMORY AND COGNITION, 1988, 14 (01) :33-53
[6]   A neuropsychological theory of multiple systems in category learning [J].
Ashby, FG ;
Alfonso-Reese, LA ;
Turken, AU ;
Waldron, EM .
PSYCHOLOGICAL REVIEW, 1998, 105 (03) :442-481
[7]   VARIETIES OF PERCEPTUAL INDEPENDENCE [J].
ASHBY, FG ;
TOWNSEND, JT .
PSYCHOLOGICAL REVIEW, 1986, 93 (02) :154-179
[8]   PARALLEL VISUAL COMPUTATION [J].
BALLARD, DH ;
HINTON, GE ;
SEJNOWSKI, TJ .
NATURE, 1983, 306 (5938) :21-26
[9]   CATEGORIZATION OF MULTIDIMENSIONAL STIMULI BY PIGEONS [J].
Berg, Mark E. ;
Grace, Randolph C. .
JOURNAL OF THE EXPERIMENTAL ANALYSIS OF BEHAVIOR, 2011, 95 (03) :305-326
[10]   Stages of abstraction and exemplar memorization in pigeon category learning [J].
Cook, Robert G. ;
Smith, J. David .
PSYCHOLOGICAL SCIENCE, 2006, 17 (12) :1059-1067