A Decline in Response Variability Improves Neural Signal Detection during Auditory Task Performance

被引:36
作者
von Trapp, Gardiner [1 ]
Buran, Bradley N. [1 ]
Sen, Kamal [4 ]
Semple, Malcolm N. [1 ,2 ]
Sanes, Dan H. [1 ,2 ,3 ]
机构
[1] NYU, Ctr Neural Sci, 4 Washington Pl,Room 809, New York, NY 10003 USA
[2] NYU, Dept Psychol, 6 Washington Pl, New York, NY 10003 USA
[3] NYU, Dept Biol, New York, NY 10003 USA
[4] Boston Univ, Dept Biomed Engn, Coll Engn, Boston, MA 02215 USA
基金
美国国家卫生研究院;
关键词
amplitude modulation; attention; auditory cortex; neurometric; signal detection theory; SPECTROTEMPORAL RECEPTIVE-FIELDS; AMPLITUDE-MODULATION; SINGLE NEURONS; CORTICAL DISCRIMINATION; NATURAL SOUNDS; ATTENTION; CORTEX; SENSITIVITY; REPRESENTATIONS; INFORMATION;
D O I
10.1523/JNEUROSCI.1302-16.2016
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The detection of a sensory stimulus arises from a significant change in neural activity, but a sensory neuron's response is rarely identical to successive presentations of the same stimulus. Large trial-to-trial variability would limit the central nervous system's ability to reliably detect a stimulus, presumably affecting perceptual performance. However, if response variability were to decrease while firing rate remained constant, then neural sensitivity could improve. Here, we asked whether engagement in an auditory detection task can modulate response variability, thereby increasing neural sensitivity. We recorded telemetrically from the core auditory cortex of gerbils, both while they engaged in an amplitude-modulation detection task and while they sat quietly listening to the identical stimuli. Using a signal detection theory framework, we found that neural sensitivity was improved during task performance, and this improvement was closely associated with a decrease in response variability. Moreover, units with the greatest change in response variability had absolute neural thresholds most closely aligned with simultaneously measured perceptual thresholds. Our findings suggest that the limitations imposed by response variability diminish during task performance, thereby improving the sensitivity of neural encoding and potentially leading to better perceptual sensitivity.
引用
收藏
页码:11097 / 11106
页数:10
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