Department of Physiology, Neuroscience Program, Biomedicine Discovery Institute, Monash University, Clayton, VIC, 3800, Australia.
ARC Centre of Excellence for Integrative Brain Function, Monash University, Clayton, VIC, 3800, Australia.
Nat Commun. 2019 Feb 26;10(1):941. doi: 10.1038/s41467-019-08894-8.
Sensory systems face a barrage of stimulation that continually changes along multiple dimensions. These simultaneous changes create a formidable problem for the nervous system, as neurons must dynamically encode each stimulus dimension, despite changes in other dimensions. Here, we measured how neurons in visual cortex encode orientation following changes in luminance and contrast, which are critical for visual processing, but nuisance variables in the context of orientation coding. Using information theoretic analysis and population decoding approaches, we find that orientation discriminability is luminance and contrast dependent, changing over time due to firing rate adaptation. We also show that orientation discrimination in human observers changes during adaptation, in a manner consistent with the neuronal data. Our results suggest that adaptation does not maintain information rates per se, but instead acts to keep sensory systems operating within the limited dynamic range afforded by spiking activity, despite a wide range of possible inputs.
感觉系统面临着持续沿着多个维度变化的刺激洪流。这些同时发生的变化给神经系统带来了巨大的问题,因为神经元必须动态地对每个刺激维度进行编码,尽管其他维度发生了变化。在这里,我们测量了视觉皮层中的神经元在亮度和对比度变化后如何编码方向,这对于视觉处理至关重要,但在方向编码的背景下是干扰变量。使用信息论分析和群体解码方法,我们发现方向可辨别性取决于亮度和对比度,并由于放电率适应而随时间变化。我们还表明,人类观察者的方向辨别在适应过程中发生变化,其方式与神经元数据一致。我们的结果表明,适应本身并不是维持信息率,而是作用于使感觉系统在由尖峰活动提供的有限动态范围内运行,尽管存在广泛的可能输入。