Unified theories of cognition

被引:8
作者
Byrne, Michael D. [1 ,2 ]
机构
[1] Rice Univ, Dept Psychol, Houston, TX 77251 USA
[2] Rice Univ, Dept Comp Sci, Houston, TX USA
关键词
INTEGRATED THEORY; ARCHITECTURES; PERFORMANCE; ATTENTION; INSIGHTS; MODELS; SOAR;
D O I
10.1002/wcs.1180
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Unified theories of cognition (UTCs) offer an alternative to the modal divide and conquer methodology within cognitive science and attempt to address the full range of cognitive activity within a single theoretical framework. These theories, also termed cognitive architectures are generally computational in nature and are intended to model, at some degree of fidelity, human cognition in a broad range of tasks. This style of research has numerous advantages, not the least of which being that the actual human cognitive system is itself an integrated system and many important tasks require bringing integrated capabilities to bear. There are also drawbacks, particularly dealing with the incompleteness of the knowledge base in cognitive science and the difficulty of evaluating such theories. Three architectures are profiled, each one representing a different home discipline: from AI, Soar; from cognitive psychology, Adaptive Control of Thought-Rational; and from neuroscience, Leabra. Future directions for UTCs include expansion into branches of cognition not already well represented, such as spatial cognition, and increasing attention to cognitive moderators such as emotion and fatigue. Overall, this is a powerful research strategy that is likely to remain an important part of cognitive science for the foreseeable future. WIREs Cogn Sci 2012, 3:431438. doi: 10.1002/wcs.1180 For further resources related to this article, please visit the .
引用
收藏
页码:431 / 438
页数:8
相关论文
共 44 条
[1]  
Anderson J.R., 1973, HUMAN ASSOCIATIVE ME, DOI DOI 10.2307/1421672
[2]   An integrated theory of the mind [J].
Anderson, JR ;
Bothell, D ;
Byrne, MD ;
Douglass, S ;
Lebiere, C ;
Qin, YL .
PSYCHOLOGICAL REVIEW, 2004, 111 (04) :1036-1060
[3]   The Newell Test for a theory of cognition [J].
Anderson, JR ;
Lebiere, C .
BEHAVIORAL AND BRAIN SCIENCES, 2003, 26 (05) :587-+
[4]   An integrated theory of list memory [J].
Anderson, JR ;
Bothell, D ;
Lebiere, C ;
Matessa, M .
JOURNAL OF MEMORY AND LANGUAGE, 1998, 38 (04) :341-380
[5]  
[Anonymous], 2006, Cognition and multi-agent interaction: From cognitive modeling to social simulation
[6]  
[Anonymous], 2000, Computational Explorations in Cognitive Neuroscience: Understanding the Mind by Simulating the Brain
[7]  
[Anonymous], 2007, CAN HUMAN MIND OCCUR, DOI DOI 10.1093/ACPROF:OSO/9780195324259.001.0001
[8]  
[Anonymous], 2007, P ANN M COGN SCI SOC
[9]  
[Anonymous], 1983, The Architecture of Cognition
[10]  
[Anonymous], 1993, Rules of the Mind