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Neural Dynamics of Choice: Single-Trial Analysis of Decision-Related Activity in Parietal Cortex

机译:选择的神经动力学:顶叶皮质决策相关活动的单次试验分析

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摘要

Previous neurophysiological studies of perceptual decision-making have focused on single-unit activity, providing insufficient information about how individual decisions are accomplished. For the first time, we recorded simultaneously from multiple decision-related neurons in parietal cortex of monkeys performing a perceptual decision task and used these recordings to analyze the neural dynamics during single trials. We demonstrate that decision-related lateral intraparietal area neurons typically undergo gradual changes in firing rate during individual decisions, as predicted by mechanisms based on continuous integration of sensory evidence. Furthermore, we identify individual decisions that can be described as a change of mind: the decision circuitry was transiently in a state associated with a different choice before transitioning into a state associated with the final choice. These changes of mind reflected in monkey neural activity share similarities with previously reported changes of mind reflected in human behavior.
机译:以前的感知决策的神经生理学研究都集中在单个单元的活动上,提供了有关如何完成单个决策的足够信息。第一次,我们同时记录了执行感知决策任务的猴子顶叶皮层中多个与决策相关的神经元,并使用这些记录来分析单个试验中的神经动力学。我们证明,与决策相关的侧顶壁区域内神经元通常会在个体决策过程中逐渐发生放电速率的变化,这是由基于感官证据持续整合的机制所预测的。此外,我们识别出可以描述为改变主意的单个决策:决策电路在过渡到与最终选择相关的状态之前,暂时处于与其他选择相关的状态。猴子神经活动所反映的这些思维变化与先前报道的人类行为所反映的思维变化具有相似之处。

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