Neural Decoding of Synergy-Based Hand Movements Using Electroencephalography

Neural Decoding of Synergy-Based Hand Movements Using Electroencephalography

The human central nervous system (CNS) effortlessly performs complex hand movements with the control and coordination of multiple degrees of freedom. It is hypothesized that the CNS might use kinematic synergies to reduce the complexity of movements, but how these kinematic synergies are encoded in...

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Bibliographic Details
Main Authors: Dingyi Pei, Vrajeshri Patel, Martin Burns, Rajarathnam Chandramouli, Ramana Vinjamuri
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Electroencephalography
principal component analysis
kinematic synergies
movement primitives
multivariate linear regression
Online Access:https://ieeexplore.ieee.org/document/8630969/

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