Visual Decision-Making in an Uncertain and Dynamic World

被引:55
作者
Gold, Joshua I. [1 ]
Stocker, Alan A. [2 ]
机构
[1] Univ Penn, Dept Neurosci, Philadelphia, PA 19104 USA
[2] Univ Penn, Dept Psychol, 3815 Walnut St, Philadelphia, PA 19104 USA
来源
ANNUAL REVIEW OF VISION SCIENCE, VOL 3 | 2017年 / 3卷
关键词
psychophysics; signal detection theory; sequential analysis; Bayesian decision theory; perception; priors; SPEED-ACCURACY TRADEOFF; REVEAL DISCRETE STEPS; TOP-DOWN INFLUENCES; TRIAL SPIKE TRAINS; PERCEPTUAL DECISION; LATERAL INTRAPARIETAL; EVIDENCE ACCUMULATION; BAYESIAN-INFERENCE; PRIOR EXPECTATIONS; NEURONAL-ACTIVITY;
D O I
10.1146/annurev-vision-111815-114511
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The right decision today may be the wrong decision tomorrow. We live in a world in which expectations, contingencies, and goals continually evolve and change. Thus, decisions do not occur in isolation but rather are tightly embedded in these streams of temporal dependencies. Accordingly, even relatively straightforward visual decisions must take into account not just the immediate sensory input but also past experiences and future goals and expectations. Here, we evaluate recent progress in understanding how the brain implements these dependencies. We show that visual decision-making relies on mechanisms of evidence accumulation and commitment that have been studied extensively under relatively static, isolated conditions but in general can operate much more flexibly. A deeper understanding of these mechanisms will require identifying the principles that govern this flexibility, which must operate across different timescales to produce effective decisions in uncertain and dynamic environments.
引用
收藏
页码:227 / 250
页数:24
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