Event-related (De)synchronization (ERD/ERS) during motor imagery tasks: Implications for brain-computer interfaces

International Journal of Industrial Ergonomics

Volumn 41, Issue 5, 2011, Pages 428-436

  Jeon, Yongwoong ^a   Nam, Chang S ^b   Kim, Young Joo ^c   Whang, Min Cheol ^d  

^a Korea Health Industry Development Institute   (South Korea)

^b University of Arkansas   (United States)

^c National Institute for Mathematical Sciences   (South Korea)

^d Sangmyung University   (South Korea)

Author keywords

Brain computer interface (BCI); Event related desynchronization synchronization (ERD ERS); Motor imagery; Movement duration

Indexed keywords

AMYOTROPHIC LATERAL SCLEROSIS; BRAIN-COMPUTER INTERFACE (BCI); BRAINSTEM; CEREBRAL PALSY; CLASSIFICATION PERFORMANCE; ERD/ERS; EVENT RELATED DESYNCHRONIZATION; HAND MOVEMENT; IMAGERY TASK; MOTOR DISABILITY; MOTOR IMAGERY; MOTOR IMAGERY TASKS; MOTOR MOVEMENTS; MOVEMENT DURATION; OSCILLATORY CHANGES; POTENTIAL IMPACTS; QUALITY OF LIFE; SYSTEM CONTROL;

BRAIN; INDUSTRIAL RESEARCH; INTERFACES (COMPUTER); SYSTEMS ANALYSIS;

BRAIN COMPUTER INTERFACE;

ADULT; ARTICLE; BETA RHYTHM; BRAIN COMPUTER INTERFACE; CONTROLLED STUDY; ELECTROMYOGRAM; EVENT RELATED SYNCHRONIZATION; EVOKED MUSCLE RESPONSE; EVOKED RESPONSE; FEMALE; HAND MOVEMENT; HUMAN; HUMAN EXPERIMENT; IMAGERY; LATENT PERIOD; MALE; MOTOR PERFORMANCE; MU RHYTHM; NERVOUS SYSTEM PARAMETERS; NORMAL HUMAN; PRIORITY JOURNAL;

EID: 79961238205     PISSN: 01698141     EISSN: 18728219     Source Type: Journal    
DOI: 10.1016/j.ergon.2011.03.005     Document Type: Article

References (66)

1. Alegre M., Labarga A., Gurtubay I.G., Iriarte J., Malanda A., Artieda J. Movement-related changes in cortical oscillatory activity in ballistic, sustained and negative movements. Experimental Brain Research 2003, 148:17-25.
2. Babiloni C., Carducci F., Del Gratta C., Demartin M., Romani G.L., Babiloni F., Rossini P.M. Hemispherical asymmetry in human SMA during voluntary simple unilateral movements: an fMRI study. Cortex 2003, 39:293-305.
3. Bai O., Lin P., Vorbach S., Li J., Furlani S., Hallett M. Exploration of computational methods for classification of movement intention during human voluntary movement from single trial EEG. Clinical Neurophysiology 2007, 118:2637-2655.
4. Birbaumer N. Slow cortical potentials: their origin, meaning, and clinical use. Brain and Behavior Past, Present, and Future 1997, 25-39. Tilburg University Press, Tilburg. G.J.M. van Boxtel, K.B.E. BoDot;cker (Eds.).
5. Blankertz B., Tangermann M., Vidaurre C., Fazli S., Sannelli C., Haufe S., Maeder C., Ramsey L., Sturm I., Curio G., Müller K.R. The Berlin brain-computer interface: non-medical uses of BCI technology. Frontiers in Neuroscience 2010, 4:1-17.
6. Cassim F., Szurhaj W., Sediri H., Devos D., Bourriez J.L., Poirot I., Derambure P., Defebvre L., Guieu J.D. Brief and sustained movements: differences in event-realated (de)syncronization(ERD/ERS) patterns. Clinical Neurophysiology 2000, 111:2032-2039.
7. Cheyne D., Gaetz W., Garnero L., Lachaux J.-P., Ducorps A., Schwartz D., Varela F.J. Neuromagnetic imaging of cortical oscillations accompanying tactile stimulation. Cognitive Brain Research 2003, 17:599-611.
8. Desmedt J.E. Size principle of motoneuron recruitment and the calibration of muscle force and speed in man. Motor Control Mechanisms in Health and Disease. Advances in Neurology 1983, 227-251. Raven Press, New York. J.E. Desmedt (Ed.).
9. Donchin E., Spencer K.M., Wijesinghe R. The mental prosthesis: assessing the speed of a P300-based brain-computer interface. IEEE Transaction on Rehabilitation Engineering 2000, 8:174-179.
10. Erbil N., Ungan P. Changes in the alpha and beta amplitudes of the central EEG during the onset, continuation, and offset of long-duration repetitive hand movements. Brain Research 2007, 1169:44-56.
11. Farwell L.A., Donchin E. Talking off the top of your head: toward a mental prothesis utilizing event-related brain potentials. Electroencephalography and Clinical Neurophysiology 1988, 70:510-523.
12. Galán F., Nuttin M., Lew E., Ferrez P.W., Vanacker G., Philips J., Millán J.del R. A brain-actuated wheelchair: asynchronous and non-invasive brain-computer interface for continuous control of robots. Clinical Neurophysiology 2008, 119:2159-2169.
13. Gaetz W., Cheyne D. Localization of sensorimotor cortical rhythms induced by tactile stimulation using spatially filtered MEG. NeuroImage 2006, 30:899-908.
14. Graimann B., Pfurtscheller G. Quantification and visualisation of event-related changes in oscillatory brain activity in the time-frequency domain. Progress in Brain Research 2006, 159:79-97.
15. Graimann B., Pfurtscheller G., Allison Brendan Brain-computer Interfaces: Revolutionizing Human-Computer Interaction 2010, Springer, New York.
16. Haeger-Ross C., Schieber M.H. Quantifying the independence of human finger movements: comparisons of digits, hands and movement frequencies. Journal of Neuroscience 2000, 20(22):8542-8550.
17. Jeannerod M. Neural simulation of action: a unifying mechanism for motor cognition. Neuroimage 2001, 14:103-109.
18. Kaiser J., Ulrich R., Lutzenberger W. Dynamics of sensorimotor cortex activation to spatial sounds precueing ipsi- versus contralateral manual responses. Cognitive Brain Research 2003, 17:573-583.
19. Kennedy P.R., Bakey R.A.E., Moore M.M., Adams K. Direct control of a computer from the human central nervous system. IEEE Transaction on Rehabilitation Engineering 2000, 8:198-202.
20. Kübler A., Birbaumer N. Brain-computer interfaces and communication in paralysis: extinction of goal directed thinking in completely paralysed patients?. Clinical Neurophysiology 2008, 1999:2658-2666.
21. Leocani L., Toro C., Manganotti P., Zhuang P., Hallett M. Event-related coherence and event-related desynchronization/synchronization in the 10 Hz and 20 Hz EEG during self-paced movements. Electroencephalography and Clinical Neurophysiology 1997, 104:199-206.
22. Li Y., Gao X., Liu H., Gao S. Classification of single-trial electroencephalogram during finger movement. IEEE Transactions on Biomedical Engineering 2004, 51(6):1019-1025.
23. Li Y., Nam C.S., Shadden B., Johnson S. A P300-based Brain-Computer Interface (BCI): Effects of Interface Type and Screen Size. International Journal of Human-Computer Interaction 2011, 27(1):52-68.
24. Middendorf M., McMillan G., Calhoun G., Jones K.S. Brain-computer interfaces based on the steady-state visual-evoked response. IEEE Transaction on Rehabilitation Engineering 2000, 8(2):211-214.
25. Morash V., Bai O., Furlani S., Lin P., Hallett M. Classifying EEG signals preceding right hand, left hand, tongue, and right foot movements and motor imageries. Clinical Neurophysiology 2008, 119:2570-2578.
26. Müller-Putz G.R., Scherer R., Pfurtscheller G., Rupp R. EEG-based neuroprosthesis control: a step towards clinical practice. Neuroscience Letters 2005, 382:169-174.
27. Müller-Putz G.R., Zimmermann D., Graimann B., Nestinger K., Korisek G., Pfurtscheller G. Event-related beta EEG-changes during passive and attempted foot movements in paraplegic patients. Brain Research 2007, 1137:84-91.
28. Nam C.S., Jeon Y., Li Y., Kim Y.J., Yoon H.Y. Usability of the P300 Speller: Towards a more sustainable Brain-Computer Interface. e- Minds. International Journal on Human-Computer Interaction 2009, 1(5):111-125.
29. Nam C.S., Jeon Y., Kim Y.-J., Lee I., Park K. Movement Imagery-Related Lateralization of Event-Related (De)Synchronization (ERD/ERS): Motor-Imagery Duration Effects. Clinical Neurophysiology 2011, 122(3):567-577.
30. Neuper C., Müller-Putz G.R., Scherer R., Pfurtscheller G. Motor imagery and EEG-based control of spelling devices and neuroprostheses. Progress in Brain Research 2006, 159:393-409.
31. Neuper C., Pfurtscheller G. ERD/ERS based brain computer interface (BCI): effects of motor imagery on sensorimotor rhythms. International Journal of Psychophysiology 1998, 30:53-54.
32. Neuper C., Pfurtscheller G. Motor imagery and ERD. Event-related Desynchronization and Related Oscillatory Phenomena of the Brain. Handbook of Electroencephalography and Clinical Neurophysiology 1999, vol. 6:303-325. Elsevier, Amsterdam. G. Pfurtscheller, F. Lopes da Silva (Eds.).
33. Neuper C., Pfurtscheller G. Evidence for distinct beta resonance frequencies in human EEG related to specific sensorimotor cortical areas. Clinical Neurophysiology 2001, 112:2084-2097.
34. Neuper C., Pfurtscheller G. Future prospects of ERD/ERS in the context of brain-computer interface (BCI) developments. Progress in Brain Research 2006, 159:433-437.
35. Neuper C., Schologl G., Pfurtscheller G. Enhancement of left-right sensorimotor EEG differences during feedback-regulated motor imagery. Journal of Clinical Neurophysiology 1999, 16(4):373-382.
36. Neuper C., Scherer R., Reiner M., Pfurtscheller G. Imagery of motor actions: differential effects of kinesthetic and visual-motor mode of imagery in single-trial EEG. Cognitive Brain Research 2005, 25:668-677.
37. Neuper C., Scherer R., Wriessnegger S., Pfurtscheller G. Motor imagery and action observation: modulation of sensorimotor brain rhythms during mental control of a brain-computer interface. Clinical Neurophysiology 2009, 120:239-247.
38. Niedermeyer E., Lopes da Silva F. Electroencephalography: Basic Principles, Clinical Applications, and Related Fields 2004, Lippincott Williams & Wilkins, Philadelphia. fifth ed..
39. Nijboer F., Sellers E.W., Mellinger J., Jordan M.A., Matuz T., Furdea A., Mochty U., Krusienski D.J., Vaughan T.M., Wolpaw J.R., Birbaumer N., Kübler A. A brain-computer interface for people with amyotrophic lateral sclerosis. Clinical Neurophysiology 2008, 119:1909-1916.
40. Obermaier B., Guger C., Neuper C., Pfurtscheller G. Hidden Markov models used for online classification of single trial EEG. Pattern Recognition Letters 2001, 22:1299-1309.
41. Oldfield R.C. The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychololgia 1971, 9:97-113.
42. Parasuraman R., Rizzo M. Neuroergonomic: The Brain at Work 2008, Oxford University Press, New York.
43. Pfurtscheller G., Aranibar A. Evaluation of event-related desynchronization (ERD) preceding and following voluntary self-paced movement. Electroencephalography and Clinical Neurophysiology 1979, 46:138-146.
44. Pfurtscheller G., Berghold A. Patterns of cortical activation during planning of voluntary movement. Electroencephalography and Clinical Neurophysiology 1989, 72:250-258.
45. Pfurtscheller G., Brunner C., Schlögl A., Lopes da Silva F. Mu rhythm (de)synchronization and EEG single-trial classification of different motor imagery tasks. NeuroImage 2006, 31:153-159.
46. Pfurtscheller G., Lopes da Silva F. Event-related EEG/MEG synchronization and desynchronization: basic principles. Clinical Neurophysiology 1999, 110:1842-1857.
47. Pfurtscheller G., Neuper C., Brunner C., Lopes da Silva F. Beta rebound after different types of motor imagery in man. Neuroscience Letters 2005, 378:156-159.
48. Pfurtscheller G., Neuper C., Flotzinger D., Pregenzer M. EEG-based discrimination between imagination of right and left hand movement. Electroencephalography and Clinical Neurophysiology 1997, 103:642-651.
49. Pfurtscheller G., Neuper C., Pichler-Zalaudek K., Edlinger G., Lopes da Silva F. Do brain oscillations of different frequencies indicate interaction between cortical areas in humans?. Neuroscience Letters 2000, 286:66-68.
50. Pfurtscheller G., Pregenzer M., Neuper C. Visualization of sensorimotor areas involved in preparation for handmovement based on classification of mu and beta rhythms in single EEG trials in man. Neuroscience Letters 1994, 181:43-46.
51. Pfurtscheller G., Sager W., Wege W. Correlations between CT scan and sensorimotor EEG rhythms in patients with cerebrovascular disorders. Electroencephalography and Clinical Neurophysiology 1981, 52:473-485.
52. Pfurtscheller G., Stancák A., Edlinger G. On the existence of different types of central beta rhythms below 30 Hz. Clinical Neurophysiology 1997, 102:316-325.
53. Pfurtscheller G., Stancák A., Neuper C. Post-movement beta synchronization. A correlate of an idling motor area?. Electroencephalogram and Clinical Neurophysiology 1996, 98:281-293.
54. Ramoser H., Müller-Gerking J., Pfurtscheller G. Optimal spatial filtering of single trial EEG during imagined hand movement. IEEE Transations on Rehabilitation 2000, 8(4):441-446.
55. Rockstroh B., Elbert T., Canavan A., Lutzenberger W., Birbaumer N. Slow Cortical Potentials and Behavior 1989, Urban and Schwarzenberg, Baltimore, MD. second ed..
56. Salvaris M., Sepulveda F. Classification effects of real and imaginary movement selective attention tasks on a P300-based brain-computer interface. Journal of Neural Engineering 2010, 7(5):056004. 10.1088/1741-2560/7/5/056004.
57. Schalk G., McFarland D.J., Hinterberger T., Birbaumer N., Wolpaw J.R. BCI2000: a general-Purpose brain-computer interface (BCI) system. IEEE Transactions on Biomedical Engineering 2004, 51:1034-1043.
58. Scherer R., Müller G.R., Neuper C., Graimann B., Pfurtscheller G. An asynchronously controlled EEG-based virtual keyboard: improvement of the spelling rate. IEEE Transactions on Biomedical Engineering 2004, 51(6):979-984.
59. Schmorrow D., Stanney K.M. Augmented Cognition: a Practitioner's Guide 2008, Human Factors & Ergonomics Society.
60. Sharbrough F., Chatrian G.E. American electroencephalographic society guidelines for standard electrode position nomenclature. Journal of Clinical Neurophysiology 1991, 8:200-202.
61. Spiegler A., Graimann B., Pfurtscheller G. Phase coupling between different motor areas during tongue-movement imagery. Neuroscience Letters 2004, 369(1):50-54.
62. Stancák A., Pfurtscheller G. Desynchronization and recovery of β rhythms during brisk and slow self-paced finger movements in man. Neuroscience Letters 1995, 196:21-24.
63. Suffczynski P., Kalitzin S., Pfurtscheller G., Lopes da Silva F.H. Computational model of thalamo-cortical networks: dynamical control of alpha rhythms in relation to focal attention. International Journal of Psychophysiology 2001, 43:25-40.
64. Sutter E.E., Tran D. The brain response interface: comuunication through visually induced electrical brain responses. Journal of Microcomputer Applications 1992, 15:31-45.
65. Taniguchi M., Kato A., Fujita N., Hirata M., Tanaka H., Kihara T., Ninomiya H., Hirabuki N., Nakamura H., Robinson S.E., Cheyne D., Yoshimine T. Movement-related desynchronization of the cerebral cortex studied with spatially filtered magnetoencephalography. NeuroImage 2000, 12:298-306.
66. Wolpaw J.R., Birbaumer N., McFarland D.J., Pfurtscheller G., Vaughan T.M. Brain-computer interface for communication and control. Clinical Neurophysiology 2002, 113:767-791.