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Decoding of finger, hand and arm kinematics using switching linear dynamical systems with pre-motor cortical ensembles.
Xiaoxu Kang
Marc H. Schieber
Nitish V. Thakor
Published in:
EMBC (2012)
Keyphrases
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linear dynamical systems
dynamical systems
spatio temporal
hidden markov models
real valued
human motion
human hand
video sequences
latent variable models
feature vectors
motion estimation
shape descriptors
hand gestures
inverse kinematics
joint angles