Peripheral electrical stimulation triggered by self-paced detection of motor intention enhances motor evoked potentials

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Volumn 20, Issue 4, 2012, Pages 595-604

  Niazi, Imran Khan ^a   Mrachacz Kersting, Natalie ^a   Jiang, Ning ^b,c   Dremstrup, Kim ^a   Farina, Dario ^b  

^a AALBORG UNIVERSITY   (Denmark)

^b UNIVERSITY OF GÖTTINGEN   (Germany)

^c Otto Bock HealthCare GmbH   (Germany)

Author keywords

Brain computer interface (BCI); neuromodulation; rehabilitation

Indexed keywords

BRAIN DAMAGE; BRAIN SIGNALS; BRAIN-COMPUTER INTERFACES (BCI); BRAIN-COMPUTER INTERFACING; CORTICOSPINAL; DORSIFLEXIONS; EEG SIGNALS; ELECTRICAL STIMULATIONS; EXPERIMENTAL TEST; FALSE POSITIVE RATES; HEALTHY SUBJECTS; MOTOR EVOKED POTENTIALS; MOVEMENT RELATED CORTICAL POTENTIALS; NEUROMODULATION; SKILL ACQUISITION; STRETCH REFLEX; TIBIALIS ANTERIOR; TRANSCRANIAL MAGNETIC STIMULATION; TRUE POSITIVE RATES;

BIOELECTRIC POTENTIALS; ELECTROPHYSIOLOGY; FUNCTIONAL ELECTRIC STIMULATION; INTERFACES (COMPUTER); MUSCLE; PATIENT REHABILITATION;

BRAIN COMPUTER INTERFACE;

ADULT; ANKLE; ARTICLE; AUTOMATED PATTERN RECOGNITION; BEHAVIOR; EVOKED MUSCLE RESPONSE; FEMALE; HUMAN; MALE; METHODOLOGY; MUSCLE CONTRACTION; NERVE CELL PLASTICITY; PHYSIOLOGY; PSYCHOPHYSIOLOGY; PYRAMIDAL TRACT; SKELETAL MUSCLE; TRANSCRANIAL MAGNETIC STIMULATION;

ANKLE JOINT; BIOFEEDBACK, PSYCHOLOGY; EVOKED POTENTIALS, MOTOR; FEMALE; HUMANS; INTENTION; MALE; MUSCLE CONTRACTION; MUSCLE, SKELETAL; NEURONAL PLASTICITY; PATTERN RECOGNITION, AUTOMATED; PYRAMIDAL TRACTS; TRANSCRANIAL MAGNETIC STIMULATION; YOUNG ADULT;

EID: 84863736088     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSRE.2012.2194309     Document Type: Article

References (41)

1. D. J. McFarland, L. M. McCane, S. V. David, and J. R. Wolpaw, "Spatial filter selection for EEG-based communication," Electroencephalogr. Clin. Neurophysiol., vol. 103, pp. 386-394, 1997. (Pubitemid 27382149)
2. J. J. Daly and J. R. Wolpaw, "Brain-computer interfaces in neurological rehabilitation," Lancet Neurol., vol. 7, pp. 1032-1043, 2008.
3. R. J. Nudo, B. M. Wise, F. SiFuentes, and G. W. Milliken, "Neural substrates for the effects of rehabilitative training on motor recovery after ischemic infarct," Science, vol. 272, pp. 1791-1794, 1996. (Pubitemid 26256399)
4. H. Reddy, S. Narayanan, R. Arnoutelis, M. Jenkinson, J. Antel, P. M. Matthews, and D. L. Arnold, "Evidence for adaptive functional changes in the cerebral cortex with axonal injury from multiple sclerosis," Brain, vol. 123, pp. 2314-2320, 2000.
5. C. M. Btefisch, B. C. Davis, L. Sawaki, D. Waldvogel, J. Classen, L. Kopylev, and L. G. Cohen, "Modulation of use-dependent plasticity by d-amphetamine," Ann. Neurol., vol. 51, pp. 59-68, 2002. (Pubitemid 34027978)
6. D. O. Hebb, The Organization of Behavior: A Neuropsychological Theory. New York: Wiley, 1949.
7. W. Gerstner and W. M. Kistler, Spiking Neuron Models: Single Neurons, Populations, Plasticity. Oxford, U. K. : Cambridge Univ. Press, 2002.
8. C. M. Butefisch, V. Khurana, L. Kopylev, and L. G. Cohen, "Enhancing encoding of a motor memory in the primary motor cortex by cortical stimulation," J. Neurophysiol., vol. 91, pp. 2110-2116, 2004. (Pubitemid 38500928)
9. E. R. Kandel, J. H. Schwartz, and T. M. Jessell, Principles of Neural Science. New York: McGraw-Hill Medical, 2000.
10. H. Mark, "Transcranial magnetic stimulation: A primer," Neuron, vol. 55, pp. 187-199, 2007, 7/19.
11. J. Reis, O. B. Swayne, Y. Vandermeeren, M. Camus, M. A. Dimyan, M. Harris-Love, M. A. Perez, P. Ragert, J. C. Rothwell, and L. G. Cohen, "Contribution of transcranial magnetic stimulation to the understanding of cortical mechanisms involved in motor control," J. Physiol., vol. 586, pp. 325-351, 2008.
12. U. Ziemann, "TMS induced plasticity in human cortex," Rev. Neurosci., vol. 15, pp. 253-266, 2004. (Pubitemid 39388336)
13. N. Mrachacz-Kersting, M. Fong, B. A. Murphy, and T. Sinkjaer, "Changes in excitability of the cortical projections to the human tibialis anterior after paired associative stimulation," J. Neurophysiol., vol. 97, pp. 1951-1958, 2007. (Pubitemid 46411132)
14. V. Di Lazzaro, U. Ziemann, and R. N. Lemon, "State of the art: Physiology of transcranial motor cortex stimulation," Brain Stimulat., vol. 1, pp. 345-362, 2008.
15. N. Mrachacz-Kersting, S. Rom, I. K. Niazi, and D. Farina, "The potential of imagination: Precise temporal association between cortical potentials and afference induces cortical plasticity," J. Physiol., vol. 590, no. 7, pp. 1669-1682, 2012.
16. I. K. Niazi, N. Jiang, O. Tiberghien, J. F. Nielsen, K. Dremstrup, and D. Farina, "Detection of movement intention from single-trial movementrelated cortical potentials," J. Neural Eng., vol. 8, no. 6, 2011.
17. H. Devanne, B. A. Lavoie, and C. Capaday, "Input-output properties and gain changes in the human corticospinal pathway," Exp. Brain Res., vol. 114, pp. 329-338, 1997. (Pubitemid 27187106)
18. M. Voigt, M. de Zee, and T. Sinkjaer, "A fast servo-controlled hydraulic device for the study of muscle mechanical and reflex properties in humans," in Proc. 17th Congr. Int. Soc. Biomechan., Calgary, Canada, 1999, p. 578.
19. M. Grosse-Wentrup, D. Mattia, and K. Oweiss, "Using brain-computer interfaces to induce neural plasticity and restore function," J. Neural Eng., vol. 8, p. 025004, 2011.
20. J. R. Wolpaw, D. J. McFarland, G. W. Neat, and C. A. Forneris, "An EEG-based brain-computer interface for cursor control," Electroencephalogr. Clin. Neurophysiol., vol. 78, pp. 252-259, 1991.
21. G. Pfurtscheller and C. Neuper, "Motor imagery activates primary sensorimotor area in humans," C. Neurosci. Lett., vol. 239, pp. 65-68, 1997. (Pubitemid 28060201)
22. N. Birbaumer, A. Kubler, N. Ghanayim, T. Hinterberger, J. Perelmouter, J. Kaiser, I. Iversen, B. Kotchoubey, N. Neumann, and H. Flor, "The thought translation device (TTD) for completely paralyzed patients," IEEE Trans. Rehabil. Eng., vol. 8, no. 2, pp. 190-193, Feb. 2000. (Pubitemid 30437010)
23. E. Donchin,K. M. Spencer, and R. Wijesinghe, "The mental prosthesis: Assessing the speed of a P300-based brain-computer interface," IEEE Trans. Rehabil. Eng., vol. 8, no. 2, pp. 174-179, Feb. 2000. (Pubitemid 30437006)
24. G. R. Müller-Putz and G. Pfurtscheller, "Control of an electrical prosthesis with an SSVEP-based BCI," IEEE Trans. Biomed. Eng., vol. 55, no. 3, pp. 361-364, Mar. 2008. (Pubitemid 350308399)
25. Y. Gu, D. Farina, A. R. Murguialday, K. Dremstrup, P. Montoya, and N. Birbaumer, "Offline identification of imagined speed of wristmovements in paralyzed ALS patients from single-trial EEG," Front. Neurosci., vol. 3, 2009.
26. L. Deecke, B. Groezinger, and H. H. Kornhuber, "Voluntary finger movement in man: Cerebral potentials and theory," Biol. Cybern., vol. 23, pp. 99-119, 1976.
27. K. Kujirai, T. Kujirai, T. Sinkjaer, and J. C. Rothwell, "Associative plasticity in humanmotor cortex during voluntarymuscle contraction," J. Neurophysiol., vol. 96, pp. 1337-1346, 2006. (Pubitemid 44371525)
28. O. F. Do Nascimento, K. D. Nielsen, and M. Voigt, "Relationship between plantar-flexor torque generation and the magnitude of the movement-related potentials," Exp. Brain Res., vol. 160, pp. 154-165, 2005. (Pubitemid 40104504)
29. U. H. L. Häusler, W. Lutzenberger, and N. Birbaumer, "Simultaneous recording of slow brain potentials and transcranial magnetic stimulation of hand area in human motor cortex," Neurosci. Lett., vol. 200, pp. 183-186, 1995.
30. M. Lu, N. Arai, C. Tsai, and U. Ziemann, "Movement related cortical potentials of cued versus self-initiated movements: Double dissociated modulation by dorsal premotor cortex versus supplementarymotor area rTMS," Hum. Brain Mapp., vol. 33, no. 4, pp. 824-839, 2011, doi: 10.1002/hbm.21248.
31. F. D. Roy, J. A. Norton, and M. A. Gorassini, "Role of sustained excitability of the leg motor cortex after transcranialmagnetic stimulation in associative plasticity," J. Neurophysiol., vol. 98, pp. 657-667, 2007. (Pubitemid 47236022)
32. U. Ziemann, W. Paulus, M. A. Nitsche, A. Pascual-Leone, W. D. Byblow, A. Berardelli, H. R. Siebner, J. Classen, L. G. Cohen, and J. C. Rothwell, "Consensus: Motor cortex plasticity protocols," Brain Stimulat., vol. 1, pp. 164-182, 2008.
33. H. Shibasaki and M. Hallett, "What is the Bereitschafts potential?," Clin. Neurophysiol., vol. 117, pp. 2341-2356, 2006.
34. A. Jackson, J. Mavoori, and E. E. Fetz, "Long-term motor cortex plasticity induced by an electronic neural implant," Nature, vol. 444, pp. 56-60, 2006. (Pubitemid 44684753)
35. R. Shadmehr and T. Brashers-Krug, "Functional stages in the formation of human long-term motor memory," J. Neurosci., vol. 17, pp. 409-419, 1997. (Pubitemid 27008880)
36. A. Baranyi and O. Feher, "Synaptic facilitation requires paired activation of convergent pathways in the neocortex," Nature, vol. 290, pp. 413-415, 1981. (Pubitemid 11158488)
37. A. Iriki, C. Pavlides, A. Keller, and H. Asanuma, "Long-term potentiation in the motor cortex," Science, vol. 245, pp. 1385-1387, 1989. (Pubitemid 19252605)
38. L. Sawaki, "Use-dependent plasticity of the human motor cortex in health and disease," IEEE Eng. Med. Biol. Mag., vol. 24, no. 1, pp. 36-39, Jan./Feb. 2005. (Pubitemid 40188487)
39. J. Chae, F. Bethoux, T. Bohinc, L. Dobos, T. Davis, and A. Friedl, "Neuromuscular stimulation for upper extremity motor and functional recovery in acute hemiplegia," Stroke, vol. 29, pp. 975-979, 1998. (Pubitemid 28228159)
40. D. G. Everaert, A. K. Thompson, L. C. Su, and R. B. Stein, "Does functional electrical stimulation for foot drop strengthen corticospinal connections?," Neurorehabil. Neural Repair, vol. 24, pp. 168-177, 2010.
41. J. R. Wolpaw, "Erratum: Spinal cord plasticity in acquisition and maintenance of motor skills (Acta Physiologica (2007) 189 (155-169))," Acta Physiologica, vol. 189, p. 385, 2007. (Pubitemid 46426930)