Downer Joshua D, Niwa Mamiko, Sutter Mitchell L
Center for Neuroscience and Department of Neurobiology, Physiology and Behavior, University of California, Davis, Davis, California 95618.
Center for Neuroscience and Department of Neurobiology, Physiology and Behavior, University of California, Davis, Davis, California 95618
J Neurosci. 2015 May 13;35(19):7565-74. doi: 10.1523/JNEUROSCI.4094-14.2015.
Noise correlations (r(noise)) between neurons can affect a neural population's discrimination capacity, even without changes in mean firing rates of neurons. r(noise), the degree to which the response variability of a pair of neurons is correlated, has been shown to change with attention with most reports showing a reduction in r(noise). However, the effect of reducing r(noise) on sensory discrimination depends on many factors, including the tuning similarity, or tuning correlation (r(tuning)), between the pair. Theoretically, reducing r(noise) should enhance sensory discrimination when the pair exhibits similar tuning, but should impair discrimination when tuning is dissimilar. We recorded from pairs of neurons in primary auditory cortex (A1) under two conditions: while rhesus macaque monkeys (Macaca mulatta) actively performed a threshold amplitude modulation (AM) detection task and while they sat passively awake. We report that, for pairs with similar AM tuning, average r(noise) in A1 decreases when the animal performs the AM detection task compared with when sitting passively. For pairs with dissimilar tuning, the average r(noise) did not significantly change between conditions. This suggests that attention-related modulation can target selective subcircuits to decorrelate noise. These results demonstrate that engagement in an auditory task enhances population coding in primary auditory cortex by selectively reducing deleterious r(noise) and leaving beneficial r(noise) intact.
即使神经元的平均放电率没有变化,神经元之间的噪声相关性(r(noise))也会影响神经群体的辨别能力。r(noise)是一对神经元反应变异性的相关程度,研究表明它会随着注意力的变化而改变,大多数报告显示r(noise)会降低。然而,降低r(noise)对感觉辨别能力的影响取决于许多因素,包括这对神经元之间的调谐相似性或调谐相关性(r(tuning))。从理论上讲,当这对神经元表现出相似的调谐时,降低r(noise)应该会增强感觉辨别能力,但当调谐不同时则会损害辨别能力。我们在两种条件下记录了初级听觉皮层(A1)中神经元对的数据:恒河猴(猕猴)主动执行阈值幅度调制(AM)检测任务时,以及它们被动清醒坐着时。我们报告称,对于具有相似AM调谐的神经元对,与被动坐着时相比,动物执行AM检测任务时A1中的平均r(noise)会降低。对于调谐不同的神经元对,不同条件下的平均r(noise)没有显著变化。这表明与注意力相关的调制可以针对选择性子回路来使噪声去相关。这些结果表明,参与听觉任务通过选择性地降低有害的r(noise)并保持有益的r(noise)不变,增强了初级听觉皮层中的群体编码。