Department of Physiology, Niigata University School of Medicine, Niigata 951-8501, Japan.
Center for Transdisciplinary Research, Niigata University, Niigata 951-8501, Japan.
Cereb Cortex. 2018 Apr 1;28(4):1416-1431. doi: 10.1093/cercor/bhx342.
The inferior temporal cortex (ITC) contains neurons selective to multiple levels of visual categories. However, the mechanisms by which these neurons collectively construct hierarchical category percepts remain unclear. By comparing decoding accuracy with simultaneously acquired electrocorticogram (ECoG), local field potentials (LFPs), and multi-unit activity in the macaque ITC, we show that low-frequency LFPs/ECoG in the early evoked visual response phase contain sufficient coarse category (e.g., face) information, which is homogeneous and enhanced by spatial summation of up to several millimeters. Late-induced high-frequency LFPs additionally carry spike-coupled finer category (e.g., species, view, and identity of the face) information, which is heterogeneous and reduced by spatial summation. Face-encoding neural activity forms a cluster in similar cortical locations regardless of whether it is defined by early evoked low-frequency signals or late-induced high-gamma signals. By contrast, facial subcategory-encoding activity is distributed, not confined to the face cluster, and dynamically increases its heterogeneity from the early evoked to late-induced phases. These findings support a view that, in contrast to the homogeneous and static coarse category-encoding neural cluster, finer category-encoding clusters are heterogeneously distributed even outside their parent category cluster and dynamically increase heterogeneity along with the local cortical processing in the ITC.
颞下回(ITC)包含对多个视觉类别的神经元选择。然而,这些神经元如何共同构建层次类别感知的机制尚不清楚。通过将解码精度与同时获取的电皮质电图(ECoG)、局部场电位(LFPs)和猕猴 ITC 中的多单位活动进行比较,我们表明,早期诱发视觉反应阶段的低频 LFPs/ECoG 包含足够的粗类别(例如,脸)信息,该信息是同质的,并通过高达几毫米的空间总和增强。后期诱导的高频 LFPs 还携带与尖峰相关的更精细的类别(例如,物种、视图和面部的身份)信息,该信息是异质的,并通过空间总和减少。无论其定义是早期诱发的低频信号还是后期诱导的高γ信号,面部编码神经活动都在相似的皮质位置形成一个簇。相比之下,面部亚类编码活动是分布式的,不限于面部簇,并且从早期诱发到后期诱导阶段,其异质性动态增加。这些发现支持这样一种观点,即与同质和静态的粗类别编码神经簇相反,细类别编码簇即使在其母体类别簇之外也是异质分布的,并且随着 ITC 中的局部皮质处理,其异质性会动态增加。