TY - GEN
T1 - Decoding speed of imagined hand movement from EEG
AU - Yuan, Han
AU - Perdoni, Christopher
AU - He, Bin
PY - 2010
Y1 - 2010
N2 - The kinematics of hand movement have been reported to be encoded in neural activities recorded at the primary motor cortex accompanying or immediately preceding the movement. In our earlier study, we demonstrated that the speed of imagined hand movements can be represented in the noninvasive EEG recordings and continuously decoded. In the present work, we aimed to systematically examine the spectral-temporal dynamics of imagination-related speed embedded in multiple frequency bands of EEG activity, including the alpha, beta and gamma bands and search for the optimal speed decoding for movement imagination.
AB - The kinematics of hand movement have been reported to be encoded in neural activities recorded at the primary motor cortex accompanying or immediately preceding the movement. In our earlier study, we demonstrated that the speed of imagined hand movements can be represented in the noninvasive EEG recordings and continuously decoded. In the present work, we aimed to systematically examine the spectral-temporal dynamics of imagination-related speed embedded in multiple frequency bands of EEG activity, including the alpha, beta and gamma bands and search for the optimal speed decoding for movement imagination.
UR - http://www.scopus.com/inward/record.url?scp=78650824058&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=78650824058&partnerID=8YFLogxK
U2 - 10.1109/IEMBS.2010.5627414
DO - 10.1109/IEMBS.2010.5627414
M3 - Conference contribution
C2 - 21096743
AN - SCOPUS:78650824058
SN - 9781424441235
T3 - 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
SP - 142
EP - 145
BT - 2010 Annual International Conference of the IEEE Engineering In medicine and biology society
T2 - 2010 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
Y2 - 31 August 2010 through 4 September 2010
ER -