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Parsing a Perceptual Decision into a Sequence of Moments of Thought

机译:将感知决策解析为一系列思想瞬间

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摘要

Theoretical, computational, and experimental studies have converged to a model of decision-making in which sensory evidence is stochastically integrated to a threshold, implementing a shift from an analog to a discrete form of computation. Understanding how this process can be chained and sequenced – as virtually all real-life tasks involve a sequence of decisions – remains an open question in neuroscience. We reasoned that incorporating a virtual continuum of possible behavioral outcomes in a simple decision task – a fundamental ingredient of real-life decision-making – should result in a progressive sequential approximation to the correct response. We used real-time tracking of motor action in a decision task, as a measure of cognitive states reflecting an internal decision process. We found that response trajectories were spontaneously segmented into a discrete sequence of explorations separated by brief stops (about 200 ms) – which remained unconscious to the participants. The characteristics of these stops were indicative of a decision process – a “moment of thought”: their duration correlated with the difficulty of the decision and with the efficiency of the subsequent exploration. Our findings suggest that simple navigation in an abstract space involves a discrete sequence of explorations and stops and, moreover, that these stops reveal a fingerprint of moments of thought.
机译:理论,计算和实验研究都已融合到决策模型中,在该模型中,将感觉证据随机集成到阈值中,从而实现了从模拟到离散形式的转换。由于几乎所有现实生活中的任务都涉及一系列决策,因此了解如何链接和排序该过程仍然是神经科学领域的一个悬而未决的问题。我们认为,将可能的行为结果的虚拟连续体纳入简单的决策任务中(这是现实生活中决策的基本要素),应该会导致逐步逐步逼近正确的响应。我们在决策任务中使用了运动动作的实时跟踪,作为反映内部决策过程的认知状态的度量。我们发现,响应轨迹被自发地分割成离散的探索序列,并由短暂的停顿(大约200µms)隔开,这对参与者来说仍然是无意识的。这些停靠点的特征指示了决策过程–“思想时刻”:其持续时间与决策的难度和后续探索的效率相关。我们的发现表明,抽象空间中的简单导航涉及离散的探索和停止序列,此外,这些停止还揭示了思想瞬间。

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