Relationship between speed and EEG activity during imagined and executed hand movements

Journal of Neural Engineering

Volumn 7, Issue 2, 2010, Pages

  Yuan, Han ^a   Perdoni, Christopher ^a   He, Bin ^a  

^a UNIVERSITY OF MINNESOTA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX CONTROL; EEG ACTIVITY; EEG SIGNALS; HAND MOVEMENT; HUMAN SUBJECTS; MOVEMENT KINEMATICS; MULTIPLE-CHANNEL; NEURAL ACTIVITY; NON-HUMAN PRIMATE; PARAMETRIC MODULATION; PRIMARY MOTOR CORTEX; SINGLE EQUATION; SPEED INFORMATION; TIME VARYING; TWO PARAMETER;

BRAIN; BRAIN COMPUTER INTERFACE; ELECTROENCEPHALOGRAPHY; FREQUENCY BANDS; INTERFACES (COMPUTER); KINEMATICS; TIME VARYING SYSTEMS;

SPEED;

ADULT; ARTICLE; BRAIN COMPUTER INTERFACE; ELECTROENCEPHALOGRAM; FEMALE; FREQUENCY MODULATION; HAND MOVEMENT; HUMAN; KINEMATICS; MALE; NERVE CELL; PRIORITY JOURNAL; TASK PERFORMANCE; TIME; VELOCITY; ALPHA RHYTHM; BETA RHYTHM; BIOMECHANICS; BRAIN; ELECTROENCEPHALOGRAPHY; ELECTROMYOGRAPHY; HAND; HEMISPHERIC DOMINANCE; IMAGINATION; MOTOR ACTIVITY; PHYSIOLOGY; SIGNAL PROCESSING; STATISTICAL MODEL;

PRIMATES;

ADULT; ALPHA RHYTHM; BETA RHYTHM; BIOMECHANICS; BRAIN; ELECTROENCEPHALOGRAPHY; ELECTROMYOGRAPHY; FEMALE; FUNCTIONAL LATERALITY; HAND; HUMANS; IMAGINATION; LINEAR MODELS; MALE; MOTOR ACTIVITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; YOUNG ADULT;

EID: 77949897226     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/7/2/026001     Document Type: Article

References (37)

1. Bradberry T J, Rong F and Contreras-Vidal J L 2009 Decoding center-out hand velocity from MEG signals during visuomotor adaptation NeuroImage 47 1691-700
2. Fu Q G, Flament D, Coltz J D and Ebner T J 1995 Temporal encoding of movement kinematics in the discharge of primate primary motor and premotor neurons J. Neurophysiol. 73 836-54
3. Georgopoulos A P, Kalaska J F, Caminiti R and Massey J T 1982 On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex J. Neurosci. 2 1527-37
4. Goldman R I, Stern J M, Engel J Jr and Cohen M S 2002 Simultaneous EEG and fMRI of the alpha rhythm NeuroReport 13 2487-92
5. He B 1999 Brain electric source imaging: scalp Laplacian mapping and cortical imaging Crit. Rev. Biomed. Eng. 27 149-88
6. Heldman D A, Wang W, Chan S S and Moran D W 2006 Local field potential spectral tuning in motor cortex during reaching IEEE Trans. Neural Syst. Rehabil. Eng. 14 180-3
7. Hochberg L R, Serruya M D, Friehs G M, Mukand J A, Saleh M, Caplan A H, Branner A, Chen D, Penn R D and Donoghue J P 2006 Neuronal ensemble control of prosthetic devices by a human with tetraplegia Nature 442 164-71
8. Kamousi B, Amini A N and He B 2007 Classification of motor imagery by means of cortical current density estimation and Von Neumann entropy for brain-computer interface applications J. Neural Eng. 4 17-25
9. Kamousi B, Liu Z and He B 2005 Classification of motor imagery tasks for brain-computer interface applications by means of two equivalent dipoles analysis IEEE Trans. Neural Syst. Rehabil. Eng. 13 166-71
10. Kettner R E, Schwartz A B and Georgopoulos A P 1988 Primate motor cortex and free arm movements to visual targets in three-dimensional space. III. Positional gradients and population coding of movement direction from various movement origins J. Neurosci. 8 2938-47
11. Moosmann M, Ritter P, Krastel I, Brink A, Thees S, Blankenburg F, Taskin B, Obrig H and Villringer A 2003 Correlates of alpha rhythm in functional magnetic resonance imaging and near infrared spectroscopy NeuroImage 20 145-58
12. Moran D W and Schwartz A B 1999 Motor cortical representation of speed and direction during reaching J. Neurophysiol. 82 2676-92
13. Mukamel R, Gelbard H, Arieli A, Hasson U, Fried I and Malach R 2005 Coupling between neuronal firing, field potentials, and FMRI in human auditory cortex Science 309 951-4
14. Oldfield R C 1971 The assessment and analysis of handedness: the Edinburgh inventory Neuropsychologia 9 97-113
15. Paninski L, Fellows M R, Hatsopoulos N G and Donoghue J P 2004 Spatiotemporal tuning of motor cortical neurons for hand position and velocity J. Neurophysiol. 91 515-32
16. Pfurtscheller G, Brunner C, Schlogl A and Lopes da Silva F H 2006 Mu rhythm (de)synchronization and EEG single-trial classification of different motor imagery tasks NeuroImage 31 153-9
17. Pfurtscheller G and Lopes da Silva F H 1999 Event-related EEG/MEG synchronization and desynchronization: basic principles Clin. Neurophysiol. 110 1842-57
18. Qin L, Ding L and He B 2004 Motor imagery classification by means of source analysis for brain-computer interface calculations J. Neural Eng. 1 135-41
19. Rao S M, Bandettini P A, Binder J R, Bobholz J A, Hammeke T A, Stein E A and Hyde J S 1996 Relationship between finger movement rate and functional magnetic resonance signal change in human primary motor cortex J. Cereb. Blood Flow Metab. 16 1250-4
20. Royer A S and He B 2009 Goal selection versus process control in a brain-computer interface based on sensorimotor rhythms J. Neural Eng. 6 016005
21. Santhanam G, Ryu S I, Yu B M, Afshar A and Shenoy K V 2006 A high-performance brain-computer interface Nature 442 195-8
22. Schwartz A B 1994 Direct cortical representation of drawing Science 265 540-2
23. Schwartz A B, Cui X T, Weber D J and Moran D W 2006 Brain-controlled interfaces: movement restoration with neural prosthetics Neuron 52 205-20
24. Serruya M D, Hatsopoulos N G, Paninski L, Fellows M R and Donoghue J P 2002 Instant neural control of a movement signal Nature 416 141-2
25. Soechting J F and Lacquaniti F 1981 Invariant characteristics of a pointing movement in man J. Neurosci. 1 710-20
26. Tallon-Baudry C, Bertrand O, Delpuech C and Permier J 1997 Oscillatory gamma-band (30-70 Hz) activity induced by a visual search task in humans J. Neurosci. 17 722-34
27. Taylor D M, Tillery S I and Schwartz A B 2002 Direct cortical control of 3D neuroprosthetic devices Science 296 1829-32
28. Truccolo W, Friehs G M, Donoghue J P and Hochberg L R 2008 Primary motor cortex tuning to intended movement kinematics in humans with tetraplegia J. Neurosci. 28 1163-78
29. Velliste M, Perel S, Spalding M C, Whitford A S and Schwartz A B 2008 Cortical control of a prosthetic arm for self-feeding Nature 453 1098-101
30. Waldert S, Preissl H, Demandt E, Braun C, Birbaumer N, Aertsen A and Mehring C 2008 Hand movement direction decoded from MEG and EEG J. Neurosci. 28 1000-8
31. Wang T, Deng J and He B 2004 Classifying EEG-based motor imagery tasks by means of time-frequency synthesized spatial patterns Clin. Neurophysiol. 115 2744-53
32. Wessberg J, Stambaugh C R, Kralik J D, Beck P D, Laubach M, Chapin J K, Kim J, Biggs S J, Srinivasan M A and Nicolelis M A 2000 Real-time prediction of hand trajectory by ensembles of cortical neurons in primates Nature 408 361-5
33. Wolpaw J R, Birbaumer N, McFarland D J, Pfurtscheller G and Vaughan T M 2002 Brain-computer interfaces for communication and control Clin. Neurophysiol. 113 767-91
34. Wolpaw J R and McFarland D J 1994 Multichannel EEG-based brain-computer communication Electroencephalogr. Clin. Neurophysiol. 90 444-9
35. Wolpaw J R and McFarland D J 2004 Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans Proc. Natl. Acad. Sci. USA 101 17849-54
36. Yuan H, Doud A, Gururajan A and He B 2008 Cortical imaging of event-related (de)synchronization during online control of brain-computer interface using minimum-norm estimates in frequency domain IEEE Trans. Neural Syst. Rehabil. Eng. 16 425-31
37. Yuan H, Liu T, Szarkowski R, Rios C, Ashe J and He B 2010 Negative covariation between task-related responses in alpha/beta-band activity and BOLD in human sensorimotor cortex: an EEG and fMRI study of motor imagery and movements NeuroImage 49 2596-606