메뉴 건너뛰기




Volumn , Issue , 2010, Pages 335-367

Statistical Pattern Recognition and Machine Learning in Brain-Computer Interfaces

Author keywords

[No Author keywords available]

Indexed keywords


EID: 84882810608     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1016/B978-0-12-375027-3.00010-7     Document Type: Chapter
Times cited : (24)

References (142)
  • 1
    • 77957187316 scopus 로고
    • The Berger rhythm: potential changes from the occipital lobes in man
    • Adrian E.D., Matthews B.H.C. The Berger rhythm: potential changes from the occipital lobes in man. Brain 1934, 57(4):355-385.
    • (1934) Brain , vol.57 , Issue.4 , pp. 355-385
    • Adrian, E.D.1    Matthews, B.H.C.2
  • 2
    • 0034554907 scopus 로고    scopus 로고
    • Simple and effective confidence intervals for proportions and differences of proportions result from adding two successes and two failures
    • Agresti A., Caffo B. Simple and effective confidence intervals for proportions and differences of proportions result from adding two successes and two failures. Am. Stat. 2000, 54(4):280-288.
    • (2000) Am. Stat. , vol.54 , Issue.4 , pp. 280-288
    • Agresti, A.1    Caffo, B.2
  • 3
    • 0042169027 scopus 로고    scopus 로고
    • ERPs evoked by different matrix sizes: implications for a brain computer interface (BCI) system
    • Allison B.Z., Pineda J.A. ERPs evoked by different matrix sizes: implications for a brain computer interface (BCI) system. IEEE Trans. Neural. Syst. Rehabil. Eng. 2003, 11(2):110-113.
    • (2003) IEEE Trans. Neural. Syst. Rehabil. Eng. , vol.11 , Issue.2 , pp. 110-113
    • Allison, B.Z.1    Pineda, J.A.2
  • 4
    • 34447339625 scopus 로고    scopus 로고
    • Brain-computer interface systems: progress and prospects
    • Allison B.Z., Wolpaw E.W., Wolpaw J.R. Brain-computer interface systems: progress and prospects. Expert Rev. Med. Devices 2007, 4(4):463-474.
    • (2007) Expert Rev. Med. Devices , vol.4 , Issue.4 , pp. 463-474
    • Allison, B.Z.1    Wolpaw, E.W.2    Wolpaw, J.R.3
  • 5
    • 44149119769 scopus 로고    scopus 로고
    • Movement related activity in the high gamma range of the human EEG
    • Ball T., Demandt E., Mutschler I., Neitzel E., Mehring C., Vogt K., et al. Movement related activity in the high gamma range of the human EEG. Neuroimage 2008, 41(2):302-310.
    • (2008) Neuroimage , vol.41 , Issue.2 , pp. 302-310
    • Ball, T.1    Demandt, E.2    Mutschler, I.3    Neitzel, E.4    Mehring, C.5    Vogt, K.6
  • 6
    • 36249019973 scopus 로고    scopus 로고
    • Towards development of a 3-state self-paced brain-computer interface
    • Article ID 84386, 8 pages, 2007. doi:10.1155/2007/84386
    • Bashashati A., Ward R.K., Birch G.E. Towards development of a 3-state self-paced brain-computer interface. Comput. Intell. Neurosci. 2007, vol. 2007. Article ID 84386, 8 pages, 2007. doi:10.1155/2007/84386.
    • (2007) Comput. Intell. Neurosci. , vol.2007
    • Bashashati, A.1    Ward, R.K.2    Birch, G.E.3
  • 7
    • 0042169022 scopus 로고    scopus 로고
    • Use of the evoked potential P3 component for control in a virtual apartment
    • Bayliss J.D. Use of the evoked potential P3 component for control in a virtual apartment. IEEE Trans. Neural. Syst. Rehabil. Eng. 2003, 11(2):113-116.
    • (2003) IEEE Trans. Neural. Syst. Rehabil. Eng. , vol.11 , Issue.2 , pp. 113-116
    • Bayliss, J.D.1
  • 8
    • 47349097364 scopus 로고    scopus 로고
    • Control of a humanoid robot by a noninvasive brain-computer interface in humans
    • Bell C.J., Shenoy P., Chalodhorn R., Rao R.P.N. Control of a humanoid robot by a noninvasive brain-computer interface in humans. J. Neural. Eng. 2008, 5(2):214-220.
    • (2008) J. Neural. Eng. , vol.5 , Issue.2 , pp. 214-220
    • Bell, C.J.1    Shenoy, P.2    Chalodhorn, R.3    Rao, R.P.N.4
  • 9
    • 36249018509 scopus 로고    scopus 로고
    • Nessi: An EEG-Controlled Web Browser for Severely Paralyzed Patients
    • Article ID 71863, 5 pages, doi:10.1155/2007/71863
    • Bensch M., Karim A.A., Mellinger J., Hinterberger T., Tangermann M., Bogdan M., et al. Nessi: An EEG-Controlled Web Browser for Severely Paralyzed Patients. Comput. Intell. Neurosci. 2007, vol 2007. Article ID 71863, 5 pages, doi:10.1155/2007/71863.
    • (2007) Comput. Intell. Neurosci. , vol.2007
    • Bensch, M.1    Karim, A.A.2    Mellinger, J.3    Hinterberger, T.4    Tangermann, M.5    Bogdan, M.6
  • 11
    • 33644757504 scopus 로고    scopus 로고
    • Brain-computer-interface research: coming of age
    • Birbaumer N. Brain-computer-interface research: coming of age. Clin. Neurophysiol. 2006, 117(3):479-483.
    • (2006) Clin. Neurophysiol. , vol.117 , Issue.3 , pp. 479-483
    • Birbaumer, N.1
  • 12
    • 33947096471 scopus 로고    scopus 로고
    • Brain-computer interfaces: communication and restoration of movement in paralysis
    • Birbaumer N., Cohen L.G. Brain-computer interfaces: communication and restoration of movement in paralysis. J. Physiol. 2007, 579(Pt 3):621-636.
    • (2007) J. Physiol. , vol.579 , Issue.PT 3 , pp. 621-636
    • Birbaumer, N.1    Cohen, L.G.2
  • 14
    • 33750364277 scopus 로고    scopus 로고
    • Physiological regulation of thinking: brain-computer interface (BCI) research
    • Birbaumer N., Weber C., Neuper C., Buch E., Haapen K., Cohen L. Physiological regulation of thinking: brain-computer interface (BCI) research. Prog. Brain Res. 2006, 159:369-391.
    • (2006) Prog. Brain Res. , vol.159 , pp. 369-391
    • Birbaumer, N.1    Weber, C.2    Neuper, C.3    Buch, E.4    Haapen, K.5    Cohen, L.6
  • 15
    • 67651071425 scopus 로고    scopus 로고
    • Robust, long-term control of an electrocorticographic brain-computer interface with fixed parameters
    • Blakely T., Miller K.J., Zanos S.P., Rao R.P.N., Ojemann J.G. Robust, long-term control of an electrocorticographic brain-computer interface with fixed parameters. Neurosurg. Focus 2009, 27(1):E13.
    • (2009) Neurosurg. Focus , vol.27 , Issue.1
    • Blakely, T.1    Miller, K.J.2    Zanos, S.P.3    Rao, R.P.N.4    Ojemann, J.G.5
  • 19
    • 84882884579 scopus 로고    scopus 로고
    • BrainPlay'07: Playing with Your Brain, Brain-Computer Interfaces and Games, Workshop of the International Conference on Advances in Computer Entertainment Technology, ACE
    • BrainPlay'07: Playing with Your Brain, Brain-Computer Interfaces and Games, Workshop of the International Conference on Advances in Computer Entertainment Technology, ACE 2007.
    • (2007)
  • 21
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on Support Vector Machines for Pattern Recognition
    • Burges C.J.C. A tutorial on Support Vector Machines for Pattern Recognition. Data Min. Knowl. Discov. 1998, 2:121-167.
    • (1998) Data Min. Knowl. Discov. , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 22
    • 0036785277 scopus 로고    scopus 로고
    • Design and implementation of a brain-computer interface with high transfer rates
    • Cheng M., Gao X., Gao S., Xu D. Design and implementation of a brain-computer interface with high transfer rates. IEEE Trans. Biomed. Eng. 2002, 49(10):1181-1186.
    • (2002) IEEE Trans. Biomed. Eng. , vol.49 , Issue.10 , pp. 1181-1186
    • Cheng, M.1    Gao, X.2    Gao, S.3    Xu, D.4
  • 24
    • 0001682088 scopus 로고
    • Comparison of subcortical, cortical and scalp activity using chronically indwelling electrodes in man
    • Cooper R., Winter A.L., Crow H.J., Walter W.G. Comparison of subcortical, cortical and scalp activity using chronically indwelling electrodes in man. Electroencephalogr. Clin. Neurophysiol. 1965, 18:217-228.
    • (1965) Electroencephalogr. Clin. Neurophysiol. , vol.18 , pp. 217-228
    • Cooper, R.1    Winter, A.L.2    Crow, H.J.3    Walter, W.G.4
  • 25
    • 34249753618 scopus 로고
    • Support-vector networks
    • Cortes C., Vapnik V. Support-vector networks. Mach. Learn. 1995, 20(3):273-297.
    • (1995) Mach. Learn. , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 26
    • 0031773556 scopus 로고    scopus 로고
    • Functional mapping of human sensorimotor cortex with electrocorticographic spectral analysis. I. Alpha and beta event-related desynchronization
    • Crone N.E., Miglioretti D.L., Gordon B., Sieracki J.M., Wilson M.T., Uematsu S., et al. Functional mapping of human sensorimotor cortex with electrocorticographic spectral analysis. I. Alpha and beta event-related desynchronization. Brain 1998, 121(Pt 12):2271-2299.
    • (1998) Brain , vol.121 , Issue.PT 12 , pp. 2271-2299
    • Crone, N.E.1    Miglioretti, D.L.2    Gordon, B.3    Sieracki, J.M.4    Wilson, M.T.5    Uematsu, S.6
  • 27
    • 33947108940 scopus 로고    scopus 로고
    • Brain-computer interface technology as a tool to augment plasticity and outcomes for neurological rehabilitation
    • Dobkin B.H. Brain-computer interface technology as a tool to augment plasticity and outcomes for neurological rehabilitation. J. Physiol. 2007, 579(Pt 3):637-642.
    • (2007) J. Physiol. , vol.579 , Issue.PT 3 , pp. 637-642
    • Dobkin, B.H.1
  • 28
    • 0034210646 scopus 로고    scopus 로고
    • The mental prosthesis: assessing the speed of a P300-based brain-computer interface
    • Donchin E., Spencer K.M., Wijesinghe R. The mental prosthesis: assessing the speed of a P300-based brain-computer interface. IEEE Trans. Rehabil. Eng. 2000, 8(2):174-179.
    • (2000) IEEE Trans. Rehabil. Eng. , vol.8 , Issue.2 , pp. 174-179
    • Donchin, E.1    Spencer, K.M.2    Wijesinghe, R.3
  • 29
    • 0036828974 scopus 로고    scopus 로고
    • Connecting cortex to machines: recent advances in brain interfaces
    • Donoghue J.P. Connecting cortex to machines: recent advances in brain interfaces. Nat. Neurosci. 2002, 5(Suppl):1085-1088.
    • (2002) Nat. Neurosci. , vol.5 , Issue.SUPPL , pp. 1085-1088
    • Donoghue, J.P.1
  • 30
    • 33746833141 scopus 로고    scopus 로고
    • Combined optimization of spatial and temporal filters for improving brain-computer interfacing
    • Dornhege G., Blankertz B., Krauledat M., Losch F., Curio G., Müller K.R. Combined optimization of spatial and temporal filters for improving brain-computer interfacing. IEEE Trans. Biomed. Eng. 2006, 53(11):2274-2281.
    • (2006) IEEE Trans. Biomed. Eng. , vol.53 , Issue.11 , pp. 2274-2281
    • Dornhege, G.1    Blankertz, B.2    Krauledat, M.3    Losch, F.4    Curio, G.5    Müller, K.R.6
  • 32
    • 11144239114 scopus 로고    scopus 로고
    • Invasive recordings from the human brain: clinical insights and beyond
    • Engel A.K., Moll C.K.E., Fried I., Ojemann G.A. Invasive recordings from the human brain: clinical insights and beyond. Nat. Rev. Neurosci. 2005, 6(1):35-47.
    • (2005) Nat. Rev. Neurosci. , vol.6 , Issue.1 , pp. 35-47
    • Engel, A.K.1    Moll, C.K.E.2    Fried, I.3    Ojemann, G.A.4
  • 33
    • 33846795833 scopus 로고    scopus 로고
    • EMG and EOG artifacts in brain computer interface systems: a survey
    • Fatourechi M., Bashashati A., Ward R.K., Birch G.E. EMG and EOG artifacts in brain computer interface systems: a survey. Clin. Neurophysiol. 2007, 118(3):480-494.
    • (2007) Clin. Neurophysiol. , vol.118 , Issue.3 , pp. 480-494
    • Fatourechi, M.1    Bashashati, A.2    Ward, R.K.3    Birch, G.E.4
  • 34
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • Fawcett T. An introduction to ROC analysis. Pattern Recognit. Lett. 2006, 27(8):861-874.
    • (2006) Pattern Recognit. Lett. , vol.27 , Issue.8 , pp. 861-874
    • Fawcett, T.1
  • 36
    • 84887916087 scopus 로고
    • Regularized discriminant analysis
    • Friedman J.H. Regularized discriminant analysis. J. Am. Stat. Assoc. 1989, 84(405):165-175.
    • (1989) J. Am. Stat. Assoc. , vol.84 , Issue.405 , pp. 165-175
    • Friedman, J.H.1
  • 38
    • 0025120645 scopus 로고
    • Changes in EEG mean frequency and spectral purity during spontaneous alpha blocking
    • Goncharova I.I., Barlow J.S. Changes in EEG mean frequency and spectral purity during spontaneous alpha blocking. Electroencephalogr. Clin. Neurophysiol. 1990, 76(3):197-204.
    • (1990) Electroencephalogr. Clin. Neurophysiol. , vol.76 , Issue.3 , pp. 197-204
    • Goncharova, I.I.1    Barlow, J.S.2
  • 39
    • 0036157673 scopus 로고    scopus 로고
    • Visualization of significant ERD/ERS patterns in multichannel EEG and ECoG data
    • Graimann B., Huggins J.E., Levine S.P., Pfurtscheller G. Visualization of significant ERD/ERS patterns in multichannel EEG and ECoG data. Clin. Neurophysiol. 2002, 113(1):43-47.
    • (2002) Clin. Neurophysiol. , vol.113 , Issue.1 , pp. 43-47
    • Graimann, B.1    Huggins, J.E.2    Levine, S.P.3    Pfurtscheller, G.4
  • 40
    • 2442676628 scopus 로고    scopus 로고
    • Toward a direct brain interface based on human subdural recordings and wavelet-packet analysis
    • Graimann B., Huggins J.E., Levine S.P., Pfurtscheller G. Toward a direct brain interface based on human subdural recordings and wavelet-packet analysis. IEEE Trans. Biomed. Eng. 2004, 51(6):954-962.
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.6 , pp. 954-962
    • Graimann, B.1    Huggins, J.E.2    Levine, S.P.3    Pfurtscheller, G.4
  • 41
    • 33750373218 scopus 로고    scopus 로고
    • Quantification and visualization of event-related changes in oscillatory brain activity in the time-frequency domain
    • Graimann B., Pfurtscheller G. Quantification and visualization of event-related changes in oscillatory brain activity in the time-frequency domain. Prog. Brain Res. 2006, 159:79-97.
    • (2006) Prog. Brain Res. , vol.159 , pp. 79-97
    • Graimann, B.1    Pfurtscheller, G.2
  • 42
    • 47649120727 scopus 로고    scopus 로고
    • Multiclass common spatial patterns and information theoretic feature extraction
    • Grosse-Wentrup M., Buss M. Multiclass common spatial patterns and information theoretic feature extraction. IEEE Trans. Biomed. Eng. 2008, 55(8):1991-2000.
    • (2008) IEEE Trans. Biomed. Eng. , vol.55 , Issue.8 , pp. 1991-2000
    • Grosse-Wentrup, M.1    Buss, M.2
  • 43
    • 0034470419 scopus 로고    scopus 로고
    • Real-time EEG analysis with subject-specific spatial patterns for a brain-computer interface (BCI)
    • Guger C., Ramoser H., Pfurtscheller G. Real-time EEG analysis with subject-specific spatial patterns for a brain-computer interface (BCI). IEEE Trans. Rehabil. Eng. 2000, 8(4):447-456.
    • (2000) IEEE Trans. Rehabil. Eng. , vol.8 , Issue.4 , pp. 447-456
    • Guger, C.1    Ramoser, H.2    Pfurtscheller, G.3
  • 44
    • 33750225611 scopus 로고    scopus 로고
    • Lecture Notes in Computer Science, chapter Classifying Event-Related Desynchronization in EEG, ECoG and MEG Signals, pages 404-413
    • Springer Berlin / Heidelberg, 2006.
    • Hill, N.J., Lal, T.N., Schröder, M., Hinterberger, T., Widman, G., Elger, C.E., et al., 2006. Lecture Notes in Computer Science, chapter Classifying Event-Related Desynchronization in EEG, ECoG and MEG Signals, pages 404-413. Springer Berlin / Heidelberg, 2006.
    • (2006)
    • Hill, N.J.1    Lal, T.N.2    Schröder, M.3    Hinterberger, T.4    Widman, G.5    Elger, C.E.6
  • 45
    • 0016812939 scopus 로고
    • An on-line transformation of EEG scalp potentials into orthogonal source derivations
    • Hjorth B. An on-line transformation of EEG scalp potentials into orthogonal source derivations. Electroencephalogr. Clin. Neurophysiol. 1975, 39(5):526-530.
    • (1975) Electroencephalogr. Clin. Neurophysiol. , vol.39 , Issue.5 , pp. 526-530
    • Hjorth, B.1
  • 46
    • 33746160271 scopus 로고    scopus 로고
    • Neuronal ensemble control of prosthetic devices by a human with tetraplegia
    • Hochberg L.R., Serruya M.D., Friehs G.M., Mukand J.A., Saleh M., Caplan A.H., et al. Neuronal ensemble control of prosthetic devices by a human with tetraplegia. Nature 2006, 442(7099):164-171.
    • (2006) Nature , vol.442 , Issue.7099 , pp. 164-171
    • Hochberg, L.R.1    Serruya, M.D.2    Friehs, G.M.3    Mukand, J.A.4    Saleh, M.5    Caplan, A.H.6
  • 49
    • 0028042544 scopus 로고
    • The representing Brain: Neural correlates of motor imagery and intention
    • Jeannerod M. The representing Brain: Neural correlates of motor imagery and intention. Behav. Brain Sci. 1994, 17(2):187-245.
    • (1994) Behav. Brain Sci. , vol.17 , Issue.2 , pp. 187-245
    • Jeannerod, M.1
  • 50
    • 0030250430 scopus 로고    scopus 로고
    • Graz brain-computer interface II: towards communication between humans and computers based on online classification of three different EEG patterns
    • Kalcher J., Flotzinger D., Neuper C., Gölly S., Pfurtscheller G. Graz brain-computer interface II: towards communication between humans and computers based on online classification of three different EEG patterns. Med. Biol. Eng. Comput. 1996, 34(5):382-388.
    • (1996) Med. Biol. Eng. Comput. , vol.34 , Issue.5 , pp. 382-388
    • Kalcher, J.1    Flotzinger, D.2    Neuper, C.3    Gölly, S.4    Pfurtscheller, G.5
  • 52
    • 0025930985 scopus 로고
    • The quantitative extraction and topographic mapping of the abnormal components in the clinical EEG
    • Koles Z.J. The quantitative extraction and topographic mapping of the abnormal components in the clinical EEG. Electroencephalogr. Clin. Neurophysiol. 1991, 79(6):440-447.
    • (1991) Electroencephalogr. Clin. Neurophysiol. , vol.79 , Issue.6 , pp. 440-447
    • Koles, Z.J.1
  • 53
    • 33947274548 scopus 로고    scopus 로고
    • The Berlin Brain-Computer Interface (BBCI) - towards a new communication channel for online control in gaming applications
    • Krepki R., Blankertz B., Curio G., Müller K.R. The Berlin Brain-Computer Interface (BBCI) - towards a new communication channel for online control in gaming applications. J. Multimedia Tools Applications 2007, 33(1):73-90.
    • (2007) J. Multimedia Tools Applications , vol.33 , Issue.1 , pp. 73-90
    • Krepki, R.1    Blankertz, B.2    Curio, G.3    Müller, K.R.4
  • 54
    • 33847070128 scopus 로고    scopus 로고
    • Berlin brain-computer interface - the HCI communication channel for discovery
    • Special Issue on Ambient Intelligence
    • Krepki R., Curio G., Blankertz B., Müller K.R. Berlin brain-computer interface - the HCI communication channel for discovery. Int. J. Hum. Comp. Studies 2007, 65:460-477. Special Issue on Ambient Intelligence.
    • (2007) Int. J. Hum. Comp. Studies , vol.65 , pp. 460-477
    • Krepki, R.1    Curio, G.2    Blankertz, B.3    Müller, K.R.4
  • 55
    • 36049008090 scopus 로고    scopus 로고
    • Brain-computer interfaces in the continuum of consciousness
    • Kübler A., Kotchoubey B. Brain-computer interfaces in the continuum of consciousness. Curr. Opin. Neurol. 2007, 20(6):643-649.
    • (2007) Curr. Opin. Neurol. , vol.20 , Issue.6 , pp. 643-649
    • Kübler, A.1    Kotchoubey, B.2
  • 57
    • 33747876221 scopus 로고    scopus 로고
    • Brain-machine interfaces: past, present and future
    • Lebedev M.A., Nicholelis M.A.L. Brain-machine interfaces: past, present and future. Trends Neurosci. 2006, 29(9):536-546.
    • (2006) Trends Neurosci. , vol.29 , Issue.9 , pp. 536-546
    • Lebedev, M.A.1    Nicholelis, M.A.L.2
  • 58
    • 36249016958 scopus 로고    scopus 로고
    • Self-paced (asynchronous) BCI control of a wheelchair in Virtual Environments: a case study with a tetraplegic.
    • Comput. Intell. Neurosci. Article ID 79642.
    • Leeb, R., Friedman, D., Müller-Putz, G.R., Scherer, R., Slater, M., Pfurtscheller, G., 2007. Self-paced (asynchronous) BCI control of a wheelchair in Virtual Environments: a case study with a tetraplegic. Comput. Intell. Neurosci. Article ID 79642.
    • (2007)
    • Leeb, R.1    Friedman, D.2    Müller-Putz, G.R.3    Scherer, R.4    Slater, M.5    Pfurtscheller, G.6
  • 60
    • 26844572294 scopus 로고    scopus 로고
    • Spatio-spectral filters for improving the classification of single trial EEG
    • Lemm S., Blankertz B., Curio G., Müller K.R. Spatio-spectral filters for improving the classification of single trial EEG. IEEE Trans. Biomed. Eng. 2005, 52(9):1541-1548.
    • (2005) IEEE Trans. Biomed. Eng. , vol.52 , Issue.9 , pp. 1541-1548
    • Lemm, S.1    Blankertz, B.2    Curio, G.3    Müller, K.R.4
  • 64
    • 34247179140 scopus 로고    scopus 로고
    • A review of classification algorithms for EEG-based brain-computer interfaces
    • Lotte F., Congedo M., Lécuyer A., Lamarche F., Arnaldi B. A review of classification algorithms for EEG-based brain-computer interfaces. J. Neural. Eng. 2007, 4(2):R1-R13.
    • (2007) J. Neural. Eng. , vol.4 , Issue.2
    • Lotte, F.1    Congedo, M.2    Lécuyer, A.3    Lamarche, F.4    Arnaldi, B.5
  • 65
    • 0032078824 scopus 로고    scopus 로고
    • Feature extraction for on-line EEG classification using principal components and linear discriminants
    • Lugger K., Flotzinger D., Schlögl A., Pregenzer M., Pfurtscheller G. Feature extraction for on-line EEG classification using principal components and linear discriminants. Med. Biol. Eng. Comput. 1998, 36(3):309-314.
    • (1998) Med. Biol. Eng. Comput. , vol.36 , Issue.3 , pp. 309-314
    • Lugger, K.1    Flotzinger, D.2    Schlögl, A.3    Pregenzer, M.4    Pfurtscheller, G.5
  • 67
    • 33947505230 scopus 로고    scopus 로고
    • Person authentication using brainwaves (EEG) and maximum a posteriori model adaptation
    • Marcel S., Millàn JDel R. Person authentication using brainwaves (EEG) and maximum a posteriori model adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 2007, 29(4):743-752.
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell. , vol.29 , Issue.4 , pp. 743-752
    • Marcel, S.1    Millàn, J.R.2
  • 69
    • 36248977326 scopus 로고    scopus 로고
    • Evaluating the Performance of Self-Paced Brain Computer Interface Technology
    • Technical report, available at , 2006.
    • Mason, S., Kronegg, J., Huggins, J., Fatourechi, M., Schlögl, A., 2006. Evaluating the Performance of Self-Paced Brain Computer Interface Technology. Technical report, available at , 2006. http://www.bci-info.tugraz.at/Research_Info/documents/articles/.
    • (2006)
    • Mason, S.1    Kronegg, J.2    Huggins, J.3    Fatourechi, M.4    Schlögl, A.5
  • 71
    • 0034210957 scopus 로고    scopus 로고
    • Brain-computer interfaces based on the steady-state visual-evoked response
    • Middendorf M., McMillan G., Calhoun G., Jones K.S. Brain-computer interfaces based on the steady-state visual-evoked response. IEEE Trans. Rehabil. Eng. 2000, 8(2):211-214.
    • (2000) IEEE Trans. Rehabil. Eng. , vol.8 , Issue.2 , pp. 211-214
    • Middendorf, M.1    McMillan, G.2    Calhoun, G.3    Jones, K.S.4
  • 72
    • 0036480598 scopus 로고    scopus 로고
    • Relevant EEG features for the classification of spontaneous motor-related tasks
    • Millàn Jdel R., Franzé M., Mouriño J., Cincotti F., Babiloni F. Relevant EEG features for the classification of spontaneous motor-related tasks. Biol. Cybern. 2002, 86(2):89-95.
    • (2002) Biol. Cybern. , vol.86 , Issue.2 , pp. 89-95
    • Millàn, J.R.1    Franzé, M.2    Mouriño, J.3    Cincotti, F.4    Babiloni, F.5
  • 73
    • 0043171108 scopus 로고    scopus 로고
    • Asynchronous BCI and local neural classifiers: an overview of the Adaptive Brain Interface project
    • Millàn Jdel R., Mourino J. Asynchronous BCI and local neural classifiers: an overview of the Adaptive Brain Interface project. IEEE Trans. Neural. Syst. Rehabil. Eng. 2003, 11(2):159-161.
    • (2003) IEEE Trans. Neural. Syst. Rehabil. Eng. , vol.11 , Issue.2 , pp. 159-161
    • Millàn, J.R.1    Mourino, J.2
  • 74
    • 2442667855 scopus 로고    scopus 로고
    • Noninvasive brain-actuated control of a mobile robot by human EEG
    • Millàn Jdel R., Renkens F., Mouriño J., Gerstner W. Noninvasive brain-actuated control of a mobile robot by human EEG. IEEE Trans. Biomed. Eng. 2004, 51(6):1026-1033.
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.6 , pp. 1026-1033
    • Millàn, J.R.1    Renkens, F.2    Mouriño, J.3    Gerstner, W.4
  • 76
    • 0041353046 scopus 로고    scopus 로고
    • Real-world applications for brain-computer interface technology
    • Moore M.M. Real-world applications for brain-computer interface technology. IEEE Trans. Neural. Syst. Rehabil. Eng. 2003, 11(2):162-165.
    • (2003) IEEE Trans. Neural. Syst. Rehabil. Eng. , vol.11 , Issue.2 , pp. 162-165
    • Moore, M.M.1
  • 78
    • 85032751457 scopus 로고    scopus 로고
    • Toward noninvasive Brain Computer Interfaces
    • Müller K.-R., Blankertz B Toward noninvasive Brain Computer Interfaces. Signal Process. Mag. 2006, 23(5):125-128.
    • (2006) Signal Process. Mag. , vol.23 , Issue.5 , pp. 125-128
    • Müller, K.R.1    Blankertz, B.2
  • 79
    • 0344849430 scopus 로고    scopus 로고
    • Designing optimal spatial filters for single-trial EEG classification in a movement task
    • Müller-Gerking J., Pfurtscheller G., Flyvbjerg H. Designing optimal spatial filters for single-trial EEG classification in a movement task. Clin. Neurophysiol. 1999, 110(5):787-798.
    • (1999) Clin. Neurophysiol. , vol.110 , Issue.5 , pp. 787-798
    • Müller-Gerking, J.1    Pfurtscheller, G.2    Flyvbjerg, H.3
  • 80
    • 37349003164 scopus 로고    scopus 로고
    • Control of an electrical prosthesis with an SSVEP-based BCI
    • Müller-Putz G.R., Pfurtscheller G. Control of an electrical prosthesis with an SSVEP-based BCI. IEEE Trans. Biomed. Eng. 2008, 55(1):361-364.
    • (2008) IEEE Trans. Biomed. Eng. , vol.55 , Issue.1 , pp. 361-364
    • Müller-Putz, G.R.1    Pfurtscheller, G.2
  • 81
    • 28444496378 scopus 로고    scopus 로고
    • Steady-state visual evoked potential (SSVEP)-based communication: impact of harmonic frequency components
    • Müller-Putz G.R., Scherer R., Brauneis C., Pfurtscheller G. Steady-state visual evoked potential (SSVEP)-based communication: impact of harmonic frequency components. J. Neural. Eng. 2005, 2(4):123-130.
    • (2005) J. Neural. Eng. , vol.2 , Issue.4 , pp. 123-130
    • Müller-Putz, G.R.1    Scherer, R.2    Brauneis, C.3    Pfurtscheller, G.4
  • 83
    • 19444368969 scopus 로고    scopus 로고
    • EEG-based neuroprosthesis control: a step towards clinical practice
    • Müller-Putz G.R., Scherer R., Pfurtscheller G., Rupp R. EEG-based neuroprosthesis control: a step towards clinical practice. Neurosci. Lett. 2005, 382(1-2):169-174.
    • (2005) Neurosci. Lett. , vol.382 , Issue.1-2 , pp. 169-174
    • Müller-Putz, G.R.1    Scherer, R.2    Pfurtscheller, G.3    Rupp, R.4
  • 84
    • 33747210944 scopus 로고    scopus 로고
    • Brain-computer interfaces for control of neuroprostheses: from synchronous to asynchronous mode of operation
    • Müller-Putz G.R., Scherer R., Pfurtscheller G., Rupp R. Brain-computer interfaces for control of neuroprostheses: from synchronous to asynchronous mode of operation. Biomed. Tech. (Berl) 2006, 51(2):57-63.
    • (2006) Biomed. Tech. (Berl) , vol.51 , Issue.2 , pp. 57-63
    • Müller-Putz, G.R.1    Scherer, R.2    Pfurtscheller, G.3    Rupp, R.4
  • 86
    • 33747585373 scopus 로고    scopus 로고
    • Seperability of four-class motor imagery data using independent components analysis
    • Naeem M., Brunner C., Leeb R., Graimann B., Pfurtscheller G. Seperability of four-class motor imagery data using independent components analysis. J. Neural. Eng. 2006, 3(3):208-216.
    • (2006) J. Neural. Eng. , vol.3 , Issue.3 , pp. 208-216
    • Naeem, M.1    Brunner, C.2    Leeb, R.3    Graimann, B.4    Pfurtscheller, G.5
  • 87
    • 28844443468 scopus 로고    scopus 로고
    • Imagery of motor actions: differential effects of kinesthetic and visual-motor mode of imagery in single-trial EEG
    • 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. Cogn. Brain Res. 2005, 25(3):668-677.
    • (2005) Cogn. Brain Res. , vol.25 , Issue.3 , pp. 668-677
    • Neuper, C.1    Scherer, R.2    Reiner, M.3    Pfurtscheller, G.4
  • 88
    • 0035905783 scopus 로고    scopus 로고
    • Actions from thoughts
    • Nicolelis M.A. Actions from thoughts. Nature 2001, 409(6818):403-407.
    • (2001) Nature , vol.409 , Issue.6818 , pp. 403-407
    • Nicolelis, M.A.1
  • 89
    • 0033041234 scopus 로고    scopus 로고
    • Hidden Markov models used for the offline classification of EEG data
    • Obermaier B., Guger C., Pfurtscheller G. Hidden Markov models used for the offline classification of EEG data. Biomed. Tech. (Berl) 1999, 44(6):158-162.
    • (1999) Biomed. Tech. (Berl) , vol.44 , Issue.6 , pp. 158-162
    • Obermaier, B.1    Guger, C.2    Pfurtscheller, G.3
  • 91
    • 0032192407 scopus 로고    scopus 로고
    • Mining multi-channel EEG for its information content: an ANN-based method for a brain-computer interface
    • Peters B.O., Pfurtscheller G., Flyvbjerg H. Mining multi-channel EEG for its information content: an ANN-based method for a brain-computer interface. Neural Netw. 1998, 11(7-8):1429-1433.
    • (1998) Neural Netw. , vol.11 , Issue.7-8 , pp. 1429-1433
    • Peters, B.O.1    Pfurtscheller, G.2    Flyvbjerg, H.3
  • 92
    • 0017685959 scopus 로고
    • Event-related cortical desynchronization detected by power measurements of scalp EEG
    • Pfurtscheller G., Aranibar A. Event-related cortical desynchronization detected by power measurements of scalp EEG. Electroencephalogr. Clin. Neurophysiol. 1977, 42(6):817-826.
    • (1977) Electroencephalogr. Clin. Neurophysiol. , vol.42 , Issue.6 , pp. 817-826
    • Pfurtscheller, G.1    Aranibar, A.2
  • 93
    • 0032829330 scopus 로고    scopus 로고
    • Event-related EEG/MEG synchronization and desynchronization: basic principles
    • Pfurtscheller G., Lopes da Silva F.H. Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin. Neurophysiol. 1999, 110(11):1842-1857.
    • (1999) Clin. Neurophysiol. , vol.110 , Issue.11 , pp. 1842-1857
    • Pfurtscheller, G.1    Lopes da Silva, F.H.2
  • 95
    • 0141671762 scopus 로고    scopus 로고
    • 'Thought'-control of functional electrical stimulation to restore hand grasp in a patient with tetraplegia
    • Pfurtscheller G., Müller G.R., Pfurtscheller J., Gerner H.J., Rupp R. 'Thought'-control of functional electrical stimulation to restore hand grasp in a patient with tetraplegia. Neurosci. Lett. 2003, 351(1):33-36.
    • (2003) Neurosci. Lett. , vol.351 , Issue.1 , pp. 33-36
    • Pfurtscheller, G.1    Müller, G.R.2    Pfurtscheller, J.3    Gerner, H.J.4    Rupp, R.5
  • 97
    • 0031578969 scopus 로고    scopus 로고
    • Motor imagery activates primary sensorimotor area in humans
    • Pfurtscheller G., Neuper C. Motor imagery activates primary sensorimotor area in humans. Neurosci. Lett. 1997, 239(2-3):65-68.
    • (1997) Neurosci. Lett. , vol.239 , Issue.2-3 , pp. 65-68
    • Pfurtscheller, G.1    Neuper, C.2
  • 98
    • 0000294854 scopus 로고    scopus 로고
    • Motor Imagery and Direct Brain-Computer Communication
    • Pfurtscheller G., Neuper C. Motor Imagery and Direct Brain-Computer Communication. Proc. IEEE 2001, 89:1123-1134.
    • (2001) Proc. IEEE , vol.89 , pp. 1123-1134
    • Pfurtscheller, G.1    Neuper, C.2
  • 99
    • 33750342040 scopus 로고    scopus 로고
    • Future prospects of ERD/ERS in the context of brain-computer interface (BCI) developments
    • Pfurtscheller G., Neuper C. Future prospects of ERD/ERS in the context of brain-computer interface (BCI) developments. Prog. Brain Res. 2006, 159:433-437.
    • (2006) Prog. Brain Res. , vol.159 , pp. 433-437
    • Pfurtscheller, G.1    Neuper, C.2
  • 102
    • 33644778869 scopus 로고    scopus 로고
    • P300-based brain computer interface: reliability and performance in healthy and paralysed participants
    • Piccione F., Giorgi F., Tonin P., Priftis K., Giove S., Silvoni S., et al. P300-based brain computer interface: reliability and performance in healthy and paralysed participants. Clin. Neurophysiol. 2006, 117(3):531-537.
    • (2006) Clin. Neurophysiol. , vol.117 , Issue.3 , pp. 531-537
    • Piccione, F.1    Giorgi, F.2    Tonin, P.3    Priftis, K.4    Giove, S.5    Silvoni, S.6
  • 104
    • 39049179428 scopus 로고    scopus 로고
    • Spectrum-weighted EEG frequency (́́brain-rate'') as a quantitative indicator of mental arousal
    • Pop-Jordanova N., Pop-Jordanov J. Spectrum-weighted EEG frequency (́́brain-rate'') as a quantitative indicator of mental arousal. Prilozi 2005, 26(2):35-42.
    • (2005) Prilozi , vol.26 , Issue.2 , pp. 35-42
    • Pop-Jordanova, N.1    Pop-Jordanov, J.2
  • 105
    • 84882908971 scopus 로고    scopus 로고
    • DSLVQ. PhD thesis, Graz University of Technology, Graz, Austria
    • Pregenzer, M. DSLVQ. PhD thesis, Graz University of Technology, Graz, Austria, 1997.
    • (1997)
    • Pregenzer, M.1
  • 106
    • 84951494115 scopus 로고
    • Selection of electrode positions for an EEG-based brain computer interface (BCI)
    • Pregenzer M., Pfurtscheller G., Flotzinger D. Selection of electrode positions for an EEG-based brain computer interface (BCI). Biomed. Tech. (Berl) 1994, 39(10):264-269.
    • (1994) Biomed. Tech. (Berl) , vol.39 , Issue.10 , pp. 264-269
    • Pregenzer, M.1    Pfurtscheller, G.2    Flotzinger, D.3
  • 107
    • 0002362705 scopus 로고
    • Nature of electrocortical potentials and synaptic organizations in cerebral and cerebellar cortex
    • Purpura D.P. Nature of electrocortical potentials and synaptic organizations in cerebral and cerebellar cortex. Int. Rev. Neurobiol. 1959, 1:47-163.
    • (1959) Int. Rev. Neurobiol. , vol.1 , pp. 47-163
    • Purpura, D.P.1
  • 108
    • 0034470472 scopus 로고    scopus 로고
    • Optimal spatial filtering of single trial EEG during imagined hand movement
    • Ramoser H., Müller-Gerking J., Pfurtscheller G. Optimal spatial filtering of single trial EEG during imagined hand movement. IEEE Trans. Rehabil. Eng. 2000, 8(4):441-446.
    • (2000) IEEE Trans. Rehabil. Eng. , vol.8 , Issue.4 , pp. 441-446
    • Ramoser, H.1    Müller-Gerking, J.2    Pfurtscheller, G.3
  • 111
    • 36549008781 scopus 로고    scopus 로고
    • Decoding two-dimensional movement trajectories using electrocorticographic signals in humans
    • Schalk G., Kubànek J., Miller K.J., Anderson N.R., Leuthardt E.C., Ojemann J.G., et al. Decoding two-dimensional movement trajectories using electrocorticographic signals in humans. J. Neural. Eng. 2007, 4(3):264-275.
    • (2007) J. Neural. Eng. , vol.4 , Issue.3 , pp. 264-275
    • Schalk, G.1    Kubànek, J.2    Miller, K.J.3    Anderson, N.R.4    Leuthardt, E.C.5    Ojemann, J.G.6
  • 112
    • 36949005835 scopus 로고    scopus 로고
    • Self-initiation of EEG-based brain-computer communication using the heart rate response
    • Scherer G., Müller-Putz G.R., Pfurtscheller G. Self-initiation of EEG-based brain-computer communication using the heart rate response. J. Neural. Eng. 2007, 4(4):L23-L29.
    • (2007) J. Neural. Eng. , vol.4 , Issue.4
    • Scherer, G.1    Müller-Putz, G.R.2    Pfurtscheller, G.3
  • 116
    • 2442677913 scopus 로고    scopus 로고
    • An asynchronously controlled EEG-based virtual keyboard: improvement of the spelling rate
    • Scherer R., Müller G.R., Neuper C., Graimann B., Pfurtscheller G. An asynchronously controlled EEG-based virtual keyboard: improvement of the spelling rate. IEEE Trans. Biomed. Eng. 2004, 51(6):979-984.
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , Issue.6 , pp. 979-984
    • Scherer, R.1    Müller, G.R.2    Neuper, C.3    Graimann, B.4    Pfurtscheller, G.5
  • 118
    • 0006351456 scopus 로고    scopus 로고
    • The electroencephalogram and the adaptive autoregressive model: theory and applications
    • PhD thesis, Graz University of Technology, 2000.
    • Schlögl, A., 2000. The electroencephalogram and the adaptive autoregressive model: theory and applications. PhD thesis, Graz University of Technology, 2000.
    • (2000)
    • Schlögl, A.1
  • 119
    • 0031170893 scopus 로고    scopus 로고
    • Adaptive autoregressive modeling used for single-trial EEG classification
    • Schlögl A., Flotzinger D., Pfurtscheller G. Adaptive autoregressive modeling used for single-trial EEG classification. Biomed. Tech. (Berl) 1997, 42(6):162-167.
    • (1997) Biomed. Tech. (Berl) , vol.42 , Issue.6 , pp. 162-167
    • Schlögl, A.1    Flotzinger, D.2    Pfurtscheller, G.3
  • 122
    • 33750309593 scopus 로고    scopus 로고
    • Analyzing event-related EEG data with multivariate auto- regressive parameters
    • Schlögl A., Supp G. Analyzing event-related EEG data with multivariate auto- regressive parameters. Prog. Brain Res. 2006, 159:135-147.
    • (2006) Prog. Brain Res. , vol.159 , pp. 135-147
    • Schlögl, A.1    Supp, G.2
  • 123
    • 33749062944 scopus 로고    scopus 로고
    • Brain-controlled interfaces: movement restoration with neural prosthetics
    • Schwartz A.B., Cui X.T., Weber D.J., Moran D.W. Brain-controlled interfaces: movement restoration with neural prosthetics. Neuron 2006, 52(1):205-220.
    • (2006) Neuron , vol.52 , Issue.1 , pp. 205-220
    • Schwartz, A.B.1    Cui, X.T.2    Weber, D.J.3    Moran, D.W.4
  • 124
    • 33644750479 scopus 로고    scopus 로고
    • A P300-based brain-computer interface: initial tests by ALS patients
    • Sellers E.W., Donchin E. A P300-based brain-computer interface: initial tests by ALS patients. Clin. Neurophysiol. 2006, 117(3):538-548.
    • (2006) Clin. Neurophysiol. , vol.117 , Issue.3 , pp. 538-548
    • Sellers, E.W.1    Donchin, E.2
  • 128
    • 0345399126 scopus 로고
    • The probable error of a mean
    • Student
    • The probable error of a mean. Biometrika 1908, 6(1):1-25. Student.
    • (1908) Biometrika , vol.6 , Issue.1 , pp. 1-25
  • 130
    • 34249860273 scopus 로고    scopus 로고
    • Functional source separation and hand cortical representation for a brain-computer interface feature extraction
    • Tecchio F., Porcaro C., Barbati G., Zappasodi F. Functional source separation and hand cortical representation for a brain-computer interface feature extraction. J. Physiol. 2007, 580(Pt 3):703-721.
    • (2007) J. Physiol. , vol.580 , Issue.PT 3 , pp. 703-721
    • Tecchio, F.1    Porcaro, C.2    Barbati, G.3    Zappasodi, F.4
  • 132
    • 2942670993 scopus 로고    scopus 로고
    • Continuous EEG classification during motor imagery-simulation of an asynchronous BCI
    • Townsend G., Graimann B., Pfurtscheller G. Continuous EEG classification during motor imagery-simulation of an asynchronous BCI. IEEE Trans. Neural. Syst. Rehabil. Eng. 2004, 12(2):258-265.
    • (2004) IEEE Trans. Neural. Syst. Rehabil. Eng. , vol.12 , Issue.2 , pp. 258-265
    • Townsend, G.1    Graimann, B.2    Pfurtscheller, G.3
  • 133
    • 33645297400 scopus 로고    scopus 로고
    • A comparison of common spatial patterns with complex band power features in a four-class BCI experiment
    • Townsend G., Graimann B., Pfurtscheller G. A comparison of common spatial patterns with complex band power features in a four-class BCI experiment. IEEE Trans. Biomed. Eng. 2006, 53(4):642-651.
    • (2006) IEEE Trans. Biomed. Eng. , vol.53 , Issue.4 , pp. 642-651
    • Townsend, G.1    Graimann, B.2    Pfurtscheller, G.3
  • 134
    • 33746413926 scopus 로고    scopus 로고
    • Brain-computer interfaces for 1-D and 2-D cursor control: designs using volitional control of the EEG spectrum or steady-state visual evoked potentials
    • Trejo L.J., Rosipal R., Matthews B. Brain-computer interfaces for 1-D and 2-D cursor control: designs using volitional control of the EEG spectrum or steady-state visual evoked potentials. IEEE Trans. Neural. Syst. Rehabil. Eng. 2006, 14(2):225-229.
    • (2006) IEEE Trans. Neural. Syst. Rehabil. Eng. , vol.14 , Issue.2 , pp. 225-229
    • Trejo, L.J.1    Rosipal, R.2    Matthews, B.3
  • 139
    • 33847765418 scopus 로고    scopus 로고
    • Study of on-line adaptive discriminant analysis for EEG-based brain computer interfaces
    • Vidaurre C., Schlögl A., Cabeza R., Scherer R., Pfurtscheller G. Study of on-line adaptive discriminant analysis for EEG-based brain computer interfaces. IEEE Trans. Biomed. Eng. 2007, 54(3):550-556.
    • (2007) IEEE Trans. Biomed. Eng. , vol.54 , Issue.3 , pp. 550-556
    • Vidaurre, C.1    Schlögl, A.2    Cabeza, R.3    Scherer, R.4    Pfurtscheller, G.5
  • 140
    • 0032858801 scopus 로고    scopus 로고
    • Towards a quantitative characterisation of functional states of the brain: from the non-linear methodology to the global linear description
    • Wackermann J. Towards a quantitative characterisation of functional states of the brain: from the non-linear methodology to the global linear description. Int. J. Psychophysiol. 1999, 34(1):65-80.
    • (1999) Int. J. Psychophysiol. , vol.34 , Issue.1 , pp. 65-80
    • Wackermann, J.1
  • 141
    • 50249203133 scopus 로고
    • The location of cerebral tumors by electro-encephalography
    • Walter W.G. The location of cerebral tumors by electro-encephalography. Lancet 1936, 228:305-308.
    • (1936) Lancet , vol.228 , pp. 305-308
    • Walter, W.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.