换一批From Parametric Representation to Dynamical System:Shifting Views of the Motor Cortex in Motor Control
摘要In contrast to traditional representational per-spectives in which the motor cortex is involved in motor control via neuronal preference for kinetics and kinematics,a dynamical system perspective emerging in the last decade views the motor cortex as a dynamical machine that generates motor commands by autonomous temporal evolution.In this review,we first look back at the history of the representational and dynamical perspectives and discuss their explanatory power and controversy from both empirical and computational points of view.Here,we aim to reconcile the above perspectives,and evaluate their theoretical impact,future direction,and potential applica-tions in brain-machine interfaces.
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Dimensionality reductionNeural networkMachine learningPopulation decodingBrain-machine interface
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2022-10-08（万方平台首次上网日期，不代表论文的发表时间）
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