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猴 V1 和 V4 层间的定向信息交换及其选择性注意的调制。

Directed information exchange between cortical layers in macaque V1 and V4 and its modulation by selective attention.

机构信息

Neural Computation Laboratory, Istituto Italiano di Tecnologia, 38068 Rovereto, Italy.

Center for Mind and Brain Sciences, University of Trento, 38068 Rovereto, Italy.

出版信息

Proc Natl Acad Sci U S A. 2021 Mar 23;118(12). doi: 10.1073/pnas.2022097118.

Abstract

Achieving behavioral goals requires integration of sensory and cognitive information across cortical laminae and cortical regions. How this computation is performed remains unknown. Using local field potential recordings and spectrally resolved conditional Granger causality (cGC) analysis, we mapped visual information flow, and its attentional modulation, between cortical layers within and between macaque brain areas V1 and V4. Stimulus-induced interlaminar information flow within V1 dominated upwardly, channeling information toward supragranular corticocortical output layers. Within V4, information flow dominated from granular to supragranular layers, but interactions between supragranular and infragranular layers dominated downwardly. Low-frequency across-area communication was stronger from V4 to V1, with little layer specificity. Gamma-band communication was stronger in the feedforward V1-to-V4 direction. Attention to the receptive field of V1 decreased communication between all V1 layers, except for granular-to-supragranular layer interactions. Communication within V4, and from V1 to V4, increased with attention across all frequencies. While communication from V4 to V1 was stronger in lower-frequency bands (4 to 25 Hz), attention modulated cGCs from V4 to V1 across all investigated frequencies. Our data show that top-down cognitive processes result in reduced communication within cortical areas, increased feedforward communication across all frequency bands, and increased gamma-band feedback communication.

摘要

实现行为目标需要整合皮层层和皮层区域的感觉和认知信息。这种计算是如何进行的仍然未知。使用局部场电位记录和频谱分辨条件格兰杰因果关系(cGC)分析,我们绘制了猕猴大脑 V1 和 V4 区皮层内和皮层间的视觉信息流及其注意力调制。V1 内的层间刺激诱导信息流主要向上,将信息引导至高颗粒层皮质皮质输出层。在 V4 中,信息流主要从颗粒层到上颗粒层,但上颗粒层和下颗粒层之间的相互作用主要向下。来自 V4 到 V1 的低频跨区通讯更强,几乎没有层特异性。伽马波段通讯在从前馈 V1 到 V4 的方向上更强。对 V1 感受野的注意力降低了所有 V1 层之间的通讯,除了颗粒层到上颗粒层的相互作用。V4 内以及从 V1 到 V4 的通讯在所有频率上随着注意力的增加而增加。虽然 V4 到 V1 的通讯在较低频率带(4 到 25 Hz)中更强,但注意力调制了 V4 到 V1 的 cGC 跨越所有研究的频率。我们的数据表明,自上而下的认知过程导致皮层内通讯减少,所有频带的前馈通讯增加,以及伽马带反馈通讯增加。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5308/8000025/109141bb82b1/pnas.2022097118fig01.jpg

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