Neural population code for fine perceptual decisions in area MT

被引:249
作者
Purushothaman, G [1 ]
Bradley, DC [1 ]
机构
[1] Univ Chicago, Dept Psychol, Chicago, IL 60637 USA
基金
美国国家卫生研究院;
关键词
D O I
10.1038/nn1373
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
In the middle temporal (MT) area of primates, many motion-sensitive neurons with a wide range of preferred directions respond to a stimulus moving in a single direction. These neurons are involved in direction perception, but it is not clear how perceptual decisions are related to the population response. We recorded the activities of MT neurons in rhesus monkeys while they discriminated closely related directions, and examined the relationship between the activities of neurons tuned to different directions and the monkeys' choices. Perceptual decisions were significantly correlated with the activities of the highest-precision neurons but not with those of the lowest-precision neurons. The combined performance of the high-precision neurons matched the monkeys' behavior, whereas the ability to predict behavior based on the entire active population was poor. These results suggest that fine discrimination decisions are crucially dependent on the activities of the most informative neurons.
引用
收藏
页码:99 / 106
页数:8
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