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早期和中期猕猴视觉皮层局部场电位中的决策信号。

Decision Signals in the Local Field Potentials of Early and Mid-Level Macaque Visual Cortex.

机构信息

Dominick Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY 10461, USA.

Department of Bioengineering, School of Chemical and Biotechnology, SASTRA University, Thanjavur 613401, India.

出版信息

Cereb Cortex. 2021 Jan 1;31(1):169-183. doi: 10.1093/cercor/bhaa218.

Abstract

The neural basis of perceptual decision making has typically been studied using measurements of single neuron activity, though decisions are likely based on the activity of large neuronal ensembles. Local field potentials (LFPs) may, in some cases, serve as a useful proxy for population activity and thus be useful for understanding the neural basis of perceptual decision making. However, little is known about whether LFPs in sensory areas include decision-related signals. We therefore analyzed LFPs recorded using two 48-electrode arrays implanted in primary visual cortex (V1) and area V4 of macaque monkeys trained to perform a fine orientation discrimination task. We found significant choice information in low (0-30 Hz) and higher (70-500 Hz) frequency components of the LFP, but little information in gamma frequencies (30-70 Hz). Choice information was more robust in V4 than V1 and stronger in LFPs than in simultaneously measured spiking activity. LFP-based choice information included a global component, common across electrodes within an area. Our findings reveal the presence of robust choice-related signals in the LFPs recorded in V1 and V4 and suggest that LFPs may be a useful complement to spike-based analyses of decision making.

摘要

知觉决策的神经基础通常使用单个神经元活动的测量来研究,尽管决策可能基于大神经元集合的活动。在某些情况下,局部场电位 (LFP) 可以作为群体活动的有用替代指标,因此对于理解知觉决策的神经基础很有用。然而,对于感觉区域中的 LFP 是否包含与决策相关的信号知之甚少。因此,我们分析了在接受过精细定向辨别任务训练的猕猴的初级视觉皮层 (V1) 和 V4 区域中使用两个 48 电极阵列记录的 LFP。我们发现 LFP 的低频 (0-30 Hz) 和高频 (70-500 Hz) 分量中存在显著的选择信息,但在伽马频率 (30-70 Hz) 中几乎没有信息。V4 中的选择信息比 V1 更稳健,并且在 LFP 中比同时测量的尖峰活动中更强。基于 LFP 的选择信息包括一个全局成分,在一个区域内的电极之间通用。我们的发现揭示了在 V1 和 V4 记录的 LFP 中存在稳健的与选择相关的信号,并表明 LFP 可能是基于尖峰的决策分析的有用补充。

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