Noudoost Behrad, Nategh Neda, Clark Kelsey, Esteky Hossein
Department of Cell Biology and Neuroscience, Montana State University, Bozeman, Montana;
Department of Electrical and Computer Engineering, Montana State University, Bozeman, Montana.
J Neurophysiol. 2017 Jan 1;117(1):336-347. doi: 10.1152/jn.00667.2016. Epub 2016 Oct 26.
One goal of our nervous system is to form predictions about the world around us to facilitate our responses to upcoming events. One basis for such predictions could be the recently encountered visual stimuli, or the recent statistics of the visual environment. We examined the effect of recently experienced stimulus statistics on the visual representation of face stimuli by recording the responses of face-responsive neurons in the final stage of visual object recognition, the inferotemporal (IT) cortex, during blocks in which the probability of seeing a particular face was either 100% or only 12%. During the block with only face images, ∼30% of IT neurons exhibit enhanced anticipatory activity before the evoked visual response. This anticipatory modulation is followed by greater activity, broader view tuning, more distributed processing, and more reliable responses of IT neurons to the face stimuli. These changes in the visual response were sufficient to improve the ability of IT neurons to represent a variable property of the predictable face images (viewing angle), as measured by the performance of a simple linear classifier. These results demonstrate that the recent statistics of the visual environment can facilitate processing of stimulus information in the population neuronal representation.
NEW & NOTEWORTHY: Neurons in inferotemporal (IT) cortex anticipate the arrival of a predictable stimulus, and visual responses to an expected stimulus are more distributed throughout the population of IT neurons, providing an enhanced representation of second-order stimulus information (in this case, viewing angle). The findings reveal a potential neural basis for the behavioral benefits of contextual expectation.
我们神经系统的一个目标是对我们周围的世界形成预测,以便于我们对即将发生的事件做出反应。这种预测的一个基础可能是最近遇到的视觉刺激,或者是视觉环境的近期统计数据。我们通过记录视觉物体识别最后阶段颞下(IT)皮质中对面部刺激有反应的神经元的反应,研究了近期经历的刺激统计数据对脸部刺激视觉表征的影响,实验分块进行,在这些块中看到特定脸部的概率要么是100%,要么只有12%。在只有脸部图像的块中,约30%的IT神经元在诱发视觉反应之前表现出增强的预期活动。这种预期调制之后是IT神经元对脸部刺激有更大的活动、更广泛的视野调谐、更分布式的处理以及更可靠的反应。视觉反应的这些变化足以提高IT神经元表征可预测脸部图像可变属性(视角)的能力,这是通过一个简单线性分类器的性能来衡量的。这些结果表明,视觉环境的近期统计数据可以促进群体神经元表征中刺激信息的处理。
颞下(IT)皮质中的神经元预期可预测刺激的到来,对预期刺激的视觉反应在IT神经元群体中分布更广泛,提供了二阶刺激信息(在这种情况下是视角)的增强表征。这些发现揭示了情境预期行为益处背后潜在的神经基础。