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Continuous Tracking of Task Parameters Tunes Reaching Control Online

Antoine De Comite, Frédéric Crevecoeur, Philippe Lefèvre

2022eNeuro13 citationsDOIOpen Access PDF

Abstract

A hallmark of human reaching movements is that they are appropriately tuned to the task goal and to the environmental context. This was demonstrated by the way humans flexibly respond to mechanical and visual perturbations that happen during movement. Furthermore, it was previously showed that the properties of goal-directed control can change within a movement, following abrupt changes in the goal structure. Such online adjustment was characterized by a modulation of feedback gains following switches in target shape. However, it remains unknown whether the underlying mechanism merely switches between prespecified policies, or whether it results from continuous and potentially dynamic adjustments. Here, we address this question by investigating participants' feedback control strategies in presence of various changes in target width during reaching. More specifically, we studied whether the feedback responses to mechanical perturbations were sensitive to the rate of change in target width, which would be inconsistent with the hypothesis of a single, discrete switch. Based on movement kinematics and surface EMG data, we observed a modulation of feedback response clearly dependent on dynamical changes in target width. Together, our results demonstrate a continuous and online transformation of task-related parameters into suitable control policies.

Topics & Concepts

Tracking (education)Task (project management)Computer scienceControl (management)Real-time computingArtificial intelligenceEngineeringPsychologySystems engineeringPedagogyMotor Control and AdaptationRobot Manipulation and LearningMuscle activation and electromyography studies
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