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Learning course adjustments during arm movements with reversed sensitivity derivatives

机译:反向灵敏度导数学习手臂运动过程中的课程调整

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摘要

BackgroundTo learn, a motor system needs to know its sensitivity derivatives, which quantify how its neural commands affect motor error. But are these derivatives themselves learned, or are they known solely innately? Here we test a recent theory that the brain's estimates of sensitivity derivatives are revisable based on sensory feedback. In its simplest form, the theory says that each control system has a single, adjustable estimate of its sensitivity derivatives which affects all aspects of its task, e.g. if you learn to reach to mirror-reversed targets then your revised estimate should reverse not only your initial aiming but also your online course adjustments when the target jumps in mid-movement.
机译:背景技术要学习,电机系统需要了解其灵敏度导数,以量化其神经命令如何影响电机误差。但是这些衍生物本身是被学习的,还是它们本身是天生的?在这里,我们测试了一种新的理论,即基于感觉反馈,大脑对敏感度导数的估计是可修改的。该理论以最简单的形式表示,每个控制系统对其灵敏度导数都有一个可调整的估计值,这会影响其任务的各个方面,例如:如果您学习达到反向的目标,则当目标在中间运动时跳跃时,修订后的估算不仅应逆转最初的目标,还应逆转您的在线路线调整。

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