About the cortical origin of the low-delta and high-gamma rhythms observed in EEG signals during treadmill walking

Neuroscience Letters

Volumn 561, Issue , 2014, Pages 166-170

  Castermans, Thierry ^a   Duvinage, Matthieu ^a   Cheron, Guy ^b   Dutoit, Thierry ^a  

^a UNIVERSITY OF MONS   (Belgium)

^b UNIVERSITÉ LIBRE DE BRUXELLES   (Belgium)

Author keywords

Accelerometer; Brain control of locomotion; Electroencephalography; Motion artifacts

Indexed keywords

ACCELEROMETER; ADULT; ARTICLE; BRAIN COMPUTER INTERFACE; DELTA RHYTHM; ELECTROENCEPHALOGRAM; EVOKED RESPONSE; FEMALE; GAMMA RHYTHM; HUMAN; HUMAN EXPERIMENT; KINEMATICS; LEG MOVEMENT; LOCOMOTION; MALE; NORMAL HUMAN; PRIORITY JOURNAL; RESPONSE TIME; SIGNAL NOISE RATIO; TREADMILL; WALKING SPEED;

ACCELEROMETER; BRAIN CONTROL OF LOCOMOTION; ELECTROENCEPHALOGRAPHY; MOTION ARTIFACTS;

ADULT; BRAIN WAVES; CEREBRAL CORTEX; DELTA RHYTHM; EXERCISE TEST; FEMALE; HUMANS; MALE; WALKING;

EID: 84892651199     PISSN: 03043940     EISSN: 18727972     Source Type: Journal    
DOI: 10.1016/j.neulet.2013.12.059     Document Type: Article

References (33)

1. Agashe H.A., Contreras-Vidal J.L. Reconstructing hand kinematics during reach to grasp movements from electroencephalographic signals. Conference Proceedings, Annual International Conference of the IEEE EMBS 2011, 5444-5447.
2. Antelis J.M., Montesano L., Ramos-Murguialday A., Birbaumer N., Minguez J. On the usage of linear regression models to reconstruct limb kinematics from low frequency EEG signals. PLoS ONE 2013, 8:e61976.
3. Bradberry T.J., Gentili R.J., Contreras-Vidal J.L. Reconstructing three-dimensional hand movements from noninvasive electroencephalographic signals. Journal of Neuroscience 2010, 30:3432-3437.
4. Bradberry T.J., Gentili R.J., Contreras-Vidal J.L. Fast attainment of computer cursor control with noninvasively acquired brain signals. Journal of Neural Engineering 2011, 8:036010.
5. Castermans T., Duvinage M. Corticomuscular coherence revealed during treadmill walking: further evidence of supraspinal control in human locomotion. Journal of Physiology 2013, 591:1407-1408.
6. Castermans T., Duvinage M., Cheron G., Dutoit T. EEG AND HUMAN LOCOMOTION: Descending Commands and Sensory Feedback Should be Disentangled From Artifacts Thanks to New Experimental protocols. Proceedings of the BIOSIGNALS 2012 International Conference 2012, 309-314.
7. Castermans T., Duvinage M., Petieau M., Hoellinger T., De Saedeleer C., Seetharaman K., Bengoetxea A., Cheron G., Dutoit T. Optimizing the performances of a P300-based brain-computer interface in ambulatory conditions. IEEE JETCAS 2011, 1:566-577.
8. Choi J.T., Bastian A.J. Adaptation reveals independent control networks for human walking. Nature Neuroscience 2007, 10:1055-1062.
9. Christensen L.O., Andersen J.B., Sinkjaer T., Nielsen J. Transcranial magnetic stimulation and stretch reflexes in the tibialis anterior muscle during human walking. Journal of Physiology 2001, 531:545-557.
10. Delorme A., Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. Journal of Neuroscience Methods 2004, 134:9-21.
11. Dobkin B.H., Firestine A., West M., Saremi K., Woods R. Ankle dorsiflexion as an fMRI paradigm to assay motor control for walking during rehabilitation. NeuroImage 2004, 23:370-381.
12. Grillner S., Wallén P., Saitoh K., Kozlov A., Robertson B. Neural bases of goal-directed locomotion in vertebrates - an overview. Brain Research Reviews 2008, 57:2-12.
13. Gwin J.T., Gramann K., Makeig S., Ferris D.P. Removal of movement artifact from high-density EEG recorded during walking and running. Journal of Neurophysiology 2010, 103:3526-3534.
14. Gwin J.T., Gramann K., Makeig S., Ferris D.P. Electrocortical activity is coupled to gait cycle phase during treadmill walking. NeuroImage 2011, 54:1289-1296.
15. Harada T., Miyai I., Suzuki M., Kubota K. Gait capacity affects cortical activation patterns related to speed control in the elderly. Experimental Brain Research. Experimentelle Hirnforschung. Expérimentation Cérébrale 2009, 193:445-454.
16. Heuninckx S., Wenderoth N., Debaere F., Peeters R., Swinnen S.P. Neural basis of aging: the penetration of cognition into action control. Journal of Neuroscience 2005, 25:6787-6796.
17. Heuninckx S., Wenderoth N., Swinnen S.P. Systems neuroplasticity in the aging brain: recruiting additional neural resources for successful motor performance in elderly persons. Journal of Neuroscience 2008, 28:91-99.
18. Kerick S.E., Oie K.S., McDowell K. Assessment of EEG Signal Quality in Motion Environments, Army Research Laboratory Report 2009.
19. Luft A.R., Smith G.V., Forrester L., Whitall J., Macko R.F., Hauser T.-K., Goldberg A.P., Hanley D.F. Comparing brain activation associated with isolated upper and lower limb movement across corresponding joints. Human Brain Mapping 2002, 17:131-140.
20. Misulis K.E., Head T.C. Essentials of Clinical Neurophysiology 2003, Butterworth-Heinemann, Amsterdam, The Netherlands.
21. Nielsen J.B. How we walk: central control of muscle activity during human walking. Neuroscientist 2003, 9:195-204.
22. Petersen T., Willerslev-Olsen M., Conway B.A., Nielsen J.B. The motor cortex drives the muscles during walking in human subjects. Journal of Physiology 2012, 10:2443-2452.
23. Presacco A., Goodman R., Forrester L., Contreras-Vidal J.L. Neural decoding of treadmill walking from noninvasive electroencephalographic signals. Journal of Neurophysiology 2011, 106:1875-1887.
24. Ratcliffe R.J., Holt K.G. Low frequency shock absorption in human walking. Gait and Posture 1997, 5:93-100.
25. Rossignol S., Schwab M., Schwartz M., Fehlings M.G. Spinal cord injury: time to move?. Journal of Neuroscience 2007, 27:11782-11792.
26. Sahyoun C., Floyer-Lea A., Johansen-Berg H., Matthews P.M. Towards an understanding of gait control: brain activation during the anticipation, preparation and execution of foot movements. NeuroImage 2004, 21:568-575.
27. Severens M., Nienhuis B., Desain P., Duysens J. Feasibility of measuring event related desynchronization with electroencephalography during walking. Conference Proceedings of the Annual International Conference of the IEEE EMBS 2012, 2764-2767.
28. Suzuki M., Miyai I., Ono T., Kubota K. Activities in the frontal cortex and gait performance are modulated by preparation. An fNIRS study. NeuroImage 2008, 39:600-607.
29. De Talhouet H., Webster J.G. The origin of skin-stretch-caused motion artifacts under electrodes. Physiological Measurement 1996, 17:81-93.
30. Thompson T., Steffert T., Ros T., Leach J., Gruzelier J. EEG applications for sport and performance. Methods 2008, 45:279-288.
31. Vanrijn A.C.M., Peper A., Grimbergen C.A. High-quality recording of bioelectric events. 1. Interference reduction theory and practice. Medical and Biological Engineering and Computing 1990, 28:389-397.
32. Wagner J., Solis-Escalante T., Grieshofer P., Neuper C., Müller-Putz G., Scherer R. Level of participation in robotic-assisted treadmill walking modulates midline sensorimotor EEG rhythms in able-bodied subjects. NeuroImage 2012, 63:1203-1211.
33. Zeni J.A., Richards J.G., Higginson J.S. Two simple methods for determining gait events during treadmill and overground walking using kinematic data. Gait and Posture 2008, 27:710-714.