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解码人类自由选择的神经动力学。

Decoding the neural dynamics of free choice in humans.

机构信息

Cognitive & Computational Neuroscience Lab, Psychology Department, University of Montreal, Québec, Canada.

Centre de Recherche en Neurosciences de Lyon (CRNL), Lyon, France.

出版信息

PLoS Biol. 2020 Dec 10;18(12):e3000864. doi: 10.1371/journal.pbio.3000864. eCollection 2020 Dec.

Abstract

How do we choose a particular action among equally valid alternatives? Nonhuman primate findings have shown that decision-making implicates modulations in unit firing rates and local field potentials (LFPs) across frontal and parietal cortices. Yet the electrophysiological brain mechanisms that underlie free choice in humans remain ill defined. Here, we address this question using rare intracerebral electroencephalography (EEG) recordings in surgical epilepsy patients performing a delayed oculomotor decision task. We find that the temporal dynamics of high-gamma (HG, 60-140 Hz) neural activity in distinct frontal and parietal brain areas robustly discriminate free choice from instructed saccade planning at the level of single trials. Classification analysis was applied to the LFP signals to isolate decision-related activity from sensory and motor planning processes. Compared with instructed saccades, free-choice trials exhibited delayed and longer-lasting HG activity during the delay period. The temporal dynamics of the decision-specific sustained HG activity indexed the unfolding of a deliberation process, rather than memory maintenance. Taken together, these findings provide the first direct electrophysiological evidence in humans for the role of sustained high-frequency neural activation in frontoparietal cortex in mediating the intrinsically driven process of freely choosing among competing behavioral alternatives.

摘要

我们如何在同样有效的选择中做出特定的行动?非人类灵长类动物的研究结果表明,决策涉及额叶和顶叶皮质中单位放电率和局部场电位(LFPs)的调制。然而,人类自由选择的电生理大脑机制仍然定义不明确。在这里,我们使用接受手术治疗的癫痫患者进行的罕见颅内脑电图(EEG)记录来解决这个问题,这些患者正在执行延迟眼球运动决策任务。我们发现,在单个试验水平上,不同额叶和顶叶脑区的高伽马(HG,60-140Hz)神经活动的时间动态可以可靠地区分自由选择和指令性眼球运动计划。分类分析应用于 LFP 信号,将决策相关活动与感觉和运动计划过程隔离开来。与指令性眼球运动相比,自由选择试验在延迟期间表现出延迟和更长时间的 HG 活动。决策特异性持续 HG 活动的时间动态指数化了审议过程的展开,而不是记忆维持。总的来说,这些发现为人类前额叶和顶叶皮层中持续高频神经激活在介导自由选择竞争行为替代方案的内在驱动过程中的作用提供了第一个直接的电生理证据。

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