Temporal trade-offs in psychophysics

被引:14
作者
Barack, David L. [1 ,2 ,3 ,4 ,5 ,6 ]
Gold, Joshua I. [1 ]
机构
[1] Univ Penn, Dept Neurosci, Philadelphia, PA 19104 USA
[2] Univ Penn, Dept Philosophy, Philadelphia, PA 19104 USA
[3] Columbia Univ, Ctr Sci & Soc, New York, NY 10027 USA
[4] Columbia Univ, Dept Philosophy, New York, NY 10027 USA
[5] Columbia Univ, Dept Neurosci, New York, NY 10027 USA
[6] Columbia Univ, Dept Econ, New York, NY 10027 USA
基金
美国国家科学基金会;
关键词
PERCEPTUAL DECISION-MAKING; SPEED-ACCURACY TRADEOFF; TIME; EXPLORATION; MECHANISMS; INFORMATION; MODEL; EXPLOITATION; ENVIRONMENT; DYNAMICS;
D O I
10.1016/j.conb.2016.01.015
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Psychophysical techniques typically assume straightforward relationships between manipulations of real-world events, their effects on the brain, and behavioral reports of those effects. However, these relationships can be influenced by many complex, strategic factors that contribute to task performance. Here we discuss several of these factors that share two key features. First, they involve subjects making flexible use of time to process information. Second, this flexibility can reflect the rational regulation of information-processing trade-offs that can play prominent roles in particular temporal epochs: sensitivity to stability versus change for past information, speed versus accuracy for current information, and exploitation versus exploration for future goals. Understanding how subjects manage these trade-offs can be used to help design and interpret psychophysical studies.
引用
收藏
页码:121 / 125
页数:5
相关论文
共 52 条
[1]   Classification image weights and internal noise level estimation [J].
Ahumada, Albert J., Jr. .
JOURNAL OF VISION, 2002, 2 (01) :121-131
[2]  
[Anonymous], 1959, INDIVIDUAL CHOICE BE
[3]  
[Anonymous], 1988, Signal Detection Theory and Psychophysics
[4]  
[Anonymous], 1968, INFORM THEORY CHOICE, DOI DOI 10.1002/BS.3830140408
[5]   Theory of Choice in Bandit, Information Sampling and Foraging Tasks [J].
Averbeck, Bruno B. .
PLOS COMPUTATIONAL BIOLOGY, 2015, 11 (03)
[6]   Learning the value of information in an uncertain world [J].
Behrens, Timothy E. J. ;
Woolrich, Mark W. ;
Walton, Mark E. ;
Rushworth, Matthew F. S. .
NATURE NEUROSCIENCE, 2007, 10 (09) :1214-1221
[7]   The neural basis of the speed-accuracy tradeoff [J].
Bogacz, Rafal ;
Wagenmakers, Eric-Jan ;
Forstmann, Birte U. ;
Nieuwenhuis, Sander .
TRENDS IN NEUROSCIENCES, 2010, 33 (01) :10-16
[8]   Rats and Humans Can Optimally Accumulate Evidence for Decision-Making [J].
Brunton, Bingni W. ;
Botvinick, Matthew M. ;
Brody, Carlos D. .
SCIENCE, 2013, 340 (6128) :95-98
[9]   Mechanisms underlying dependencies of performance on stimulus history in a two-alternative forced-choice task [J].
Cho, Raymond Y. ;
Nystrom, Leigh E. ;
Brown, Eric T. ;
Jones, Andrew D. ;
Braver, Todd S. ;
Holmes, Philip J. ;
Cohen, Jonathan D. .
COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE, 2002, 2 (04) :283-299
[10]   Decisions in Changing Conditions: The Urgency-Gating Model [J].
Cisek, Paul ;
Puskas, Genevieve Aude ;
El-Murr, Stephany .
JOURNAL OF NEUROSCIENCE, 2009, 29 (37) :11560-11571