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Volumn 61, Issue 2, 2014, Pages 288-296

Enhanced low-latency detection of motor intention from EEG for closed-loop brain-computer interface applications

Author keywords

Brain computer interface; electroencephalogram (EEG); Locality Preserving Projection; motor intention; movement related cortical potentials (MRCP)

Indexed keywords

BRAIN-COMPUTER INTERFACE APPLICATIONS; ELECTRO-ENCEPHALOGRAM (EEG); FUNDAMENTAL CHARACTERISTICS; LINEAR DISCRIMINANT ANALYSIS; LOCALITY PRESERVING PROJECTIONS; MOVEMENT-RELATED CORTICAL POTENTIAL; NEUROPLASTIC CHANGES; ONLINE IMPLEMENTATION;

EID: 84893247810     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2013.2294203     Document Type: Article
Times cited : (187)

References (45)
  • 1
  • 2
    • 53949114223 scopus 로고    scopus 로고
    • Brain-computer interfaces in neurological rehabilitation
    • J. J. Daly and J. R. Wolpaw, "Brain-computer interfaces in neurological rehabilitation, " Lancet Neurol., vol. 7, pp. 1032-1043, 2008.
    • (2008) Lancet Neurol. , vol.7 , pp. 1032-1043
    • Daly, J.J.1    Wolpaw, J.R.2
  • 3
    • 47749088937 scopus 로고    scopus 로고
    • A brain-actuated wheelchair: Asynchronous and non-invasive brain-computer interfaces for continuous control of robots
    • F. Galán, M. Nuttin, E. Lew, P. W. Ferrez, G. Vanacker, J. Philips, and J. D. R. Millán, "A brain-actuated wheelchair: Asynchronous and non-invasive brain-computer interfaces for continuous control of robots, " Clin. Neurophysiol., vol. 119, pp. 2159-2169, 2008.
    • (2008) Clin. Neurophysiol. , vol.119 , pp. 2159-2169
    • Galán, F.1    Nuttin, M.2    Lew, E.3    Ferrez, P.W.4    Vanacker, G.5    Philips, J.6    Millán, J.D.R.7
  • 6
    • 84859258758 scopus 로고    scopus 로고
    • Precise temporal association between cortical potentials evoked by motor imagination and afference induces cortical plasticity
    • Apr.
    • N. Mrachacz-Kersting, "Precise temporal association between cortical potentials evoked by motor imagination and afference induces cortical plasticity, " J. Physiol., vol. 590, pp. 1669-1682, Apr. 2012.
    • (2012) J. Physiol. , vol.590 , pp. 1669-1682
    • Mrachacz-Kersting, N.1
  • 7
    • 0032829330 scopus 로고    scopus 로고
    • Event-related EEG/MEG synchronization and desynchronization: Basic principles
    • DOI 10.1016/S1388-2457(99)00141-8, PII S1388245799001418
    • G. Pfurtscheller and F. H. Lopes Da Silva, "Event-related EEG/MEG synchronization and desynchronization: Basic principles, " Clin. Neuro-physiol., vol. 110, pp. 1842-1857, 1999. (Pubitemid 29454610)
    • (1999) Clinical Neurophysiology , vol.110 , Issue.11 , pp. 1842-1857
    • Pfurtscheller, G.1    Lopes Da Silva, F.H.2
  • 8
    • 0001947327 scopus 로고    scopus 로고
    • Slow cortical potentials: Their origin, meaning, and clinical use
    • N. Birbaumer, "Slow cortical potentials: Their origin, meaning, and clinical use, " Brain Behav. Past, Present Future, pp. 25-39, 1997.
    • (1997) Brain Behav. Past, Present Future , pp. 25-39
    • Birbaumer, N.1
  • 9
    • 58149236855 scopus 로고    scopus 로고
    • Could the beta rebound in the EEG be suitable to realize a 'brain switch'?
    • Jan.
    • G. Pfurtscheller and T. Solis-Escalante, "Could the beta rebound in the EEG be suitable to realize a 'brain switch'?" Clin. Neurophysiol., vol. 120, no. 1, pp. 24-29, Jan. 2009.
    • (2009) Clin. Neurophysiol. , vol.120 , Issue.1 , pp. 24-29
    • Pfurtscheller, G.1    Solis-Escalante, T.2
  • 10
    • 77649238156 scopus 로고    scopus 로고
    • Fast set-up asynchronous brain-switch based on detection of foot motor imagery in 1-channel EEG
    • Mar.
    • G. Müller-Putz and V. Kaiser, "Fast set-up asynchronous brain-switch based on detection of foot motor imagery in 1-channel EEG, " Med. Biol. Eng. Comput., vol. 48, no. 3, pp. 229-233, Mar. 2010.
    • (2010) Med. Biol. Eng. Comput. , vol.48 , Issue.3 , pp. 229-233
    • Müller-Putz, G.1    Kaiser, V.2
  • 13
    • 81855203207 scopus 로고    scopus 로고
    • Detection of movement intention from single-trial movement-related cortical potentials
    • I. K. Niazi, N. Jiang, O. Tiberghien, J. F. Nielsen, K. Dremstrup, and D. Farina, "Detection of movement intention from single-trial movement-related cortical potentials, " J. Neural Eng., vol. 8, p. 066009, 2011.
    • (2011) J. Neural Eng. , vol.8 , pp. 066009
    • Niazi, I.K.1    Jiang, N.2    Tiberghien, O.3    Nielsen, J.F.4    Dremstrup, K.5    Farina, D.6
  • 14
    • 84863736088 scopus 로고    scopus 로고
    • Peripheral electrical stimulation triggered by self-pace detection of motor intention enhances motor evoked potentials
    • Jul.
    • I. K. Niazi, N. Mrachacz-Kersting, N. Jiang, K. Dremstrup, and D. Farina, "Peripheral electrical stimulation triggered by self-pace detection of motor intention enhances motor evoked potentials, " IEEE Trans. Neural Rehabil. Syst. Eng., vol. 20, no. 4, pp. 595-604, Jul. 2012.
    • (2012) IEEE Trans. Neural Rehabil. Syst. Eng. , vol.20 , Issue.4 , pp. 595-604
    • Niazi, I.K.1    Mrachacz-Kersting, N.2    Jiang, N.3    Dremstrup, K.4    Farina, D.5
  • 16
    • 0015291261 scopus 로고
    • Contingent negative variation (CNV) and psychological processes in man
    • J. Tecce, "Contingent negative variation (CNV) and psychological processes in man, " Psychol. Bull., vol. 77, pp. 73-108, 1972.
    • (1972) Psychol. Bull. , vol.77 , pp. 73-108
    • Tecce, J.1
  • 17
    • 76549209587 scopus 로고
    • Changes in the brain potential in voluntary movements and passive movements in man: Readiness potential and reafferent potential
    • H. Kornhuber and L. Deecke, "Changes in the brain potential in voluntary movements and passive movements in man: Readiness potential and reafferent potential, " Pflugers Arch. Gesamte Physiol. Menschen Tiere, vol. 10, no. 284, pp. 1-17, 1965.
    • (1965) Pflugers Arch. Gesamte Physiol. Menschen Tiere , vol.10 , Issue.284 , pp. 1-17
    • Kornhuber, H.1    Deecke, L.2
  • 18
    • 67149111792 scopus 로고    scopus 로고
    • Fast recognition of anticipation-related potentials
    • Apr.
    • G. Gangadhar, R. Chavarriaga, and J. Millan, "Fast recognition of anticipation-related potentials, " IEEE Trans. Biomed. Eng., vol. 56, no. 4, pp. 1257-1260, Apr. 2009.
    • (2009) IEEE Trans. Biomed. Eng. , vol.56 , Issue.4 , pp. 1257-1260
    • Gangadhar, G.1    Chavarriaga, R.2    Millan, J.3
  • 19
    • 84878318229 scopus 로고    scopus 로고
    • Single trial analysis of slow cortical potentials: A study on anticipation related potentials
    • G. Garipelli, R. Chavarriaga, and J. Millan, "Single trial analysis of slow cortical potentials: A study on anticipation related potentials, " J. Neural Eng., vol. 10, p. 036014, 2013.
    • (2013) J. Neural Eng. , vol.10 , pp. 036014
    • Garipelli, G.1    Chavarriaga, R.2    Millan, J.3
  • 20
    • 36549024116 scopus 로고    scopus 로고
    • Exploration of computational methods for classification of movement intention during human voluntary movement from single trial EEG
    • DOI 10.1016/j.clinph.2007.08.025, PII S1388245707004312
    • O. Bai, P. Lin, S. Vorbach, and J. Li, "Exploration of computational methods for classification of movement intention during human voluntary movement from single trial EEG, "Clin. Neurophysiol., vol. 118, pp. 2637-2655, 2007. (Pubitemid 350180612)
    • (2007) Clinical Neurophysiology , vol.118 , Issue.12 , pp. 2637-2655
    • Bai, O.1    Lin, P.2    Vorbach, S.3    Li, J.4    Furlani, S.5    Hallett, M.6
  • 21
    • 77749320135 scopus 로고    scopus 로고
    • Reconstructing three-dimensional hand movements from noninvasive electroencephalographic signals
    • T. Bradberry, "Reconstructing three-dimensional hand movements from noninvasive electroencephalographic signals, " J. Neurosci., vol. 30, pp. 3432-3437, 2010.
    • (2010) J. Neurosci. , vol.30 , pp. 3432-3437
    • Bradberry, T.1
  • 22
    • 84875555110 scopus 로고    scopus 로고
    • Detection of self-paced reaching movement intention from EEG signals
    • E. Lew, R. Chavarriaga, S. Silvoni, and J. Millan, "Detection of self-paced reaching movement intention from EEG signals, " Front. Neuroeng., vol. 5, p. 13, 2012.
    • (2012) Front. Neuroeng. , vol.5 , pp. 13
    • Lew, E.1    Chavarriaga, R.2    Silvoni, S.3    Millan, J.4
  • 25
    • 33645973989 scopus 로고    scopus 로고
    • Movement-related parameters modulate cortical activity during imaginary isometric plantar-flexions
    • O. F. do Nascimento, K. D. Nielsen, and M. Voigt, "Movement-related parameters modulate cortical activity during imaginary isometric plantar-flexions, " Exp. Brain Res., vol. 171, pp. 70-90, 2006.
    • (2006) Exp. Brain Res. , vol.171 , pp. 70-90
    • Do Nascimento, O.F.1    Nielsen, K.D.2    Voigt, M.3
  • 26
    • 84868213819 scopus 로고    scopus 로고
    • Sample entropy analysis of surface EMG for improved muscle activity onset detection against spurious background spikes
    • X. Zhang and P. Zhou, "Sample entropy analysis of surface EMG for improved muscle activity onset detection against spurious background spikes, " J. Electromyogr. Kinesiol., vol. 22, pp. 901-907, 2012.
    • (2012) J. Electromyogr. Kinesiol. , vol.22 , pp. 901-907
    • Zhang, X.1    Zhou, P.2
  • 30
    • 67650221411 scopus 로고    scopus 로고
    • Adapting subject specific motor imagery EEG patterns in space-time-frequency for a brain computer interface
    • Jul.
    • N. Ince, F. Goksu, A. Tewfik, and S. Arica, "Adapting subject specific motor imagery EEG patterns in space-time-frequency for a brain computer interface, " Biomed. Signal Process. Control, vol. 4, no. 3, pp. 236-246, Jul. 2009.
    • (2009) Biomed. Signal Process. Control , vol.4 , Issue.3 , pp. 236-246
    • Ince, N.1    Goksu, F.2    Tewfik, A.3    Arica, S.4
  • 33
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • DOI 10.1126/science.290.5500.2323
    • S. T. Roweis and L. K. Saul, "Nonlinear dimensionality reduction by locally linear embedding, " Science, vol. 290, pp. 2323-2326, 2000. (Pubitemid 32041578)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 34
    • 0043278893 scopus 로고    scopus 로고
    • Laplacian eigenmaps and spectral techniques for embedding and clustering
    • M. Belkin and P. Niyogi, "Laplacian eigenmaps and spectral techniques for embedding and clustering, " in Proc. Neural Inform. Process. Syst., 2001, vol. 14, pp. 585-591.
    • (2001) Proc. Neural Inform. Process. Syst. , vol.14 , pp. 585-591
    • Belkin, M.1    Niyogi, P.2
  • 35
    • 35248837958 scopus 로고    scopus 로고
    • Teager-kaiser energy operation of surface EMG improves muscle activity onset detection
    • X. Li, P. Zhou, and A. S. Aruin, "Teager-kaiser energy operation of surface EMG improves muscle activity onset detection, " Ann. Biomed. Eng., vol. 35, pp. 1584-1593, 2007.
    • (2007) Ann. Biomed. Eng. , vol.35 , pp. 1584-1593
    • Li, X.1    Zhou, P.2    Aruin, A.S.3
  • 37
    • 0034210969 scopus 로고    scopus 로고
    • Applications of cortical signals to neuroprosthetic control: A critical review
    • DOI 10.1109/86.847817, PII S1063652800041148
    • R. T. Lauer, P. H. Peckham, K. L. Kilgore, and W. J. Heetderks, "Applications of cortical signals to neuroprosthetic control: A critical review, " IEEE Trans. Rehabil. Eng., vol. 8, no. 2, pp. 205-208, Jun. 2000. (Pubitemid 30437015)
    • (2000) IEEE Transactions on Rehabilitation Engineering , vol.8 , Issue.2 , pp. 205-208
    • Lauer, R.T.1    Peckham, P.H.2    Kilgore, K.L.3    Heetderks, W.J.4
  • 38
    • 45749117611 scopus 로고    scopus 로고
    • Cortical control of a prosthetic arm for self-feeding
    • DOI 10.1038/nature06996, PII NATURE06996
    • M. Velliste, S. Perel, M. C. Spalding, A. S. Whitford, and A. B. Schwartz, "Cortical control of a prosthetic arm for self-feeding, " Nature, vol. 453, pp. 1098-1101, 2008. (Pubitemid 351871735)
    • (2008) Nature , vol.453 , Issue.7198 , pp. 1098-1101
    • Velliste, M.1    Perel, S.2    Spalding, M.C.3    Whitford, A.S.4    Schwartz, A.B.5
  • 42
    • 84880399105 scopus 로고    scopus 로고
    • Constrained blind source extraction of readiness potentials from EEG
    • Jul.
    • P.Ahmadian, S.Sanei, and L. Ascari, "Constrained blind source extraction of readiness potentials from EEG, " IEEE Trans. Neural Syst. Rehabil. Eng., vol. 21, no. 4, pp. 567-575, Jul. 2013.
    • (2013) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.21 , Issue.4 , pp. 567-575
    • Ahmadian, P.1    Sanei, S.2    Ascari, L.3
  • 44
    • 34248185935 scopus 로고    scopus 로고
    • Neighborhood discriminant projection for face recognition
    • DOI 10.1016/j.patrec.2007.01.011, PII S016786550700044X
    • Q. You, N. Zheng, S. Du, and Y. Wu, "Neighborhood discriminant projection for face recognition, " Pattern Recog. Lett., vol. 28, no. 10, pp. 1156-1163, 2007. (Pubitemid 46710170)
    • (2007) Pattern Recognition Letters , vol.28 , Issue.10 , pp. 1156-1163
    • You, Q.1    Zheng, N.2    Du, S.3    Wu, Y.4
  • 45
    • 70350125913 scopus 로고    scopus 로고
    • Neighbourhood preserving discriminant embedding in face recognition
    • P. Y. Han, A. T. B. Jin, and F. S. Abas, "Neighbourhood preserving discriminant embedding in face recognition, " J. Vis. Commun. Image Represent., vol. 20, no. 8, pp. 532-542, 2009.
    • (2009) J. Vis. Commun. Image Represent. , vol.20 , Issue.8 , pp. 532-542
    • Han, P.Y.1    Jin, A.T.B.2    Abas, F.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.