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Volumn 10, Issue , 2011, Pages

Real-time feature extraction of P300 component using adaptive nonlinear principal component analysis

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE LAWS; BACKGROUND NOISE; BAND PASS; BRAIN AREAS; CLINICAL APPLICATION; CUT-OFF; DOWNSAMPLING; EEG SIGNALS; EXTERNAL NOISE; HIGH POTENTIAL; INDEPENDENT COMPONENTS; INTER-STIMULUS INTERVALS; MULTI-STAGE; NONLINEAR PRINCIPAL COMPONENT ANALYSIS; OBSERVED DATA; PERFORMANCE INDICES; PRINCIPAL COMPONENT ANALYSIS METHOD; REAL-TIME FEATURES; SEPARATION PERFORMANCE; SOURCE SIGNALS;

EID: 80053172402     PISSN: 1475925X     EISSN: 1475925X     Source Type: Journal    
DOI: 10.1186/1475-925X-10-83     Document Type: Article
Times cited : (120)

References (47)
  • 3
    • 9744278249 scopus 로고    scopus 로고
    • Prognostic value of evoked responses and eventrelated brain potentials in coma
    • Wang JT, Young GB, Connolly JF. Prognostic value of evoked responses and eventrelated brain potentials in coma. Can J Neurol Sci 2004, 31:438-450.
    • (2004) Can J Neurol Sci , vol.31 , pp. 438-450
    • Wang, J.T.1    Young, G.B.2    Connolly, J.F.3
  • 5
    • 78349263449 scopus 로고    scopus 로고
    • Peak and averaged bicoherence for different EEG patterns during general anaesthesia
    • 10.1186/1475-925X-9-76, 2998515, 21092128
    • Pritchett S, Zilberg E, Xu ZM, Myles P, Brown I, Burton D. Peak and averaged bicoherence for different EEG patterns during general anaesthesia. Biomedical Engineering Online 2010, 9:76. 10.1186/1475-925X-9-76, 2998515, 21092128.
    • (2010) Biomedical Engineering Online , vol.9 , pp. 76
    • Pritchett, S.1    Zilberg, E.2    Xu, Z.M.3    Myles, P.4    Brown, I.5    Burton, D.6
  • 6
    • 0032567735 scopus 로고    scopus 로고
    • Differentiation of conversive sensory loss and malingering by P300 in a modified oddball task
    • 10.1097/00001756-199801260-00003, 9507953
    • Lorenz J, Kunze K, Bromm B. Differentiation of conversive sensory loss and malingering by P300 in a modified oddball task. Neuroreport 1998, 9:187-191. 10.1097/00001756-199801260-00003, 9507953.
    • (1998) Neuroreport , vol.9 , pp. 187-191
    • Lorenz, J.1    Kunze, K.2    Bromm, B.3
  • 7
    • 0021954848 scopus 로고
    • Diagnosing functional visual deficits with the P300 component of the visual evoked potential
    • Towle VL, Sutcliffe E, Sokol S. Diagnosing functional visual deficits with the P300 component of the visual evoked potential. Arch Ophthalmol 1985, 103:47-50.
    • (1985) Arch Ophthalmol , vol.103 , pp. 47-50
    • Towle, V.L.1    Sutcliffe, E.2    Sokol, S.3
  • 8
    • 0024080772 scopus 로고
    • A modified, event-related potential-based guilty knowledge test
    • 10.3109/00207458808985770, 3209369
    • Rosenfeld JP, Cantwell B, Nasman VT, Wojdac V, Ivanov S, Mazzeri L. A modified, event-related potential-based guilty knowledge test. Int J Neurosci 1988, 42:157-161. 10.3109/00207458808985770, 3209369.
    • (1988) Int J Neurosci , vol.42 , pp. 157-161
    • Rosenfeld, J.P.1    Cantwell, B.2    Nasman, V.T.3    Wojdac, V.4    Ivanov, S.5    Mazzeri, L.6
  • 10
    • 0033981972 scopus 로고    scopus 로고
    • Real-time brain computer interfacing: A preliminary study using bayesian learning
    • 10.1007/BF02344689, 10829391
    • Roberts SJ, Penny WD. Real-time brain computer interfacing: A preliminary study using bayesian learning. Med Biol Eng Comput 2000, 38:56-61. 10.1007/BF02344689, 10829391.
    • (2000) Med Biol Eng Comput , vol.38 , pp. 56-61
    • Roberts, S.J.1    Penny, W.D.2
  • 11
    • 68249123549 scopus 로고    scopus 로고
    • Visual stimuli for the P300 brain-computer interface: A comparison of white/gray and green/blue flicker matrices
    • 10.1016/j.clinph.2009.06.002, 19560965
    • Takano K, Kamatsu T, Hata N, Nakajima Y, Kansaku K. Visual stimuli for the P300 brain-computer interface: A comparison of white/gray and green/blue flicker matrices. Clinical Neurophysiology 2009, 120:1562-1566. 10.1016/j.clinph.2009.06.002, 19560965.
    • (2009) Clinical Neurophysiology , vol.120 , pp. 1562-1566
    • Takano, K.1    Kamatsu, T.2    Hata, N.3    Nakajima, Y.4    Kansaku, K.5
  • 12
    • 77955275916 scopus 로고    scopus 로고
    • An online EEG-based brain-computer interface for controlling hand grasp using an adaptive probabilistic neural network
    • 10.1016/j.medengphy.2010.04.016, 3177458, 21941536
    • Hazrati M, Erfanian A. An online EEG-based brain-computer interface for controlling hand grasp using an adaptive probabilistic neural network. Medical Engineering & Physics 2010, 32:730-739. 10.1016/j.medengphy.2010.04.016, 3177458, 21941536.
    • (2010) Medical Engineering & Physics , vol.32 , pp. 730-739
    • Hazrati, M.1    Erfanian, A.2
  • 13
    • 77958599423 scopus 로고    scopus 로고
    • Decoding hand movement velocity from electroencephalogram signals during a drawing task
    • 10.1186/1475-925X-9-64, 2987782, 20979665
    • Lv J, Li Y, gu Z. Decoding hand movement velocity from electroencephalogram signals during a drawing task. Biomedical Engineering Online 2010, 9:64. 10.1186/1475-925X-9-64, 2987782, 20979665.
    • (2010) Biomedical Engineering Online , vol.9 , pp. 64
    • Lv, J.1    Li, Y.2    gu, Z.3
  • 14
    • 74049091741 scopus 로고    scopus 로고
    • Classification of BMI control commands from rat's neural signals using extreme learning machine
    • Lee Y, Lee H, Kim J, Shin HC, Lee M. Classification of BMI control commands from rat's neural signals using extreme learning machine. Biomedical Engineering Online 2009, 9:29.
    • (2009) Biomedical Engineering Online , vol.9 , pp. 29
    • Lee, Y.1    Lee, H.2    Kim, J.3    Shin, H.C.4    Lee, M.5
  • 17
    • 0343049123 scopus 로고    scopus 로고
    • High temporal resolution dynamic mapping of instantaneous EEG amplitude modulation after tone-burst auditory stimulation
    • 10.1023/A:1023466312686, 10642012
    • Etevenon P, Lebrun N, Clochon P, Perchey G, Eustache F, Baron JC. High temporal resolution dynamic mapping of instantaneous EEG amplitude modulation after tone-burst auditory stimulation. Brain Topography 1999, 12:129-137. 10.1023/A:1023466312686, 10642012.
    • (1999) Brain Topography , vol.12 , pp. 129-137
    • Etevenon, P.1    Lebrun, N.2    Clochon, P.3    Perchey, G.4    Eustache, F.5    Baron, J.C.6
  • 19
    • 0000409571 scopus 로고
    • Evoked responses to numerical and non-numerical visual stimuli while problem solving
    • 10.1038/2031155a0, 14213667
    • Chapman RM, Bragdon HR. Evoked responses to numerical and non-numerical visual stimuli while problem solving. Nature 1964, 203:1155-1157. 10.1038/2031155a0, 14213667.
    • (1964) Nature , vol.203 , pp. 1155-1157
    • Chapman, R.M.1    Bragdon, H.R.2
  • 20
    • 0013854584 scopus 로고
    • Evoked potential correlates of stimulus uncertainty
    • 10.1126/science.150.3700.1187, 5852977
    • Sutton S, Braren M, John ER, Zubin J. Evoked potential correlates of stimulus uncertainty. Science 1965, 150:1187-1188. 10.1126/science.150.3700.1187, 5852977.
    • (1965) Science , vol.150 , pp. 1187-1188
    • Sutton, S.1    Braren, M.2    John, E.R.3    Zubin, J.4
  • 21
    • 78650187275 scopus 로고    scopus 로고
    • Empathic responses to others' gains and losses: An electrophysiological investigation
    • 10.1016/j.neuroimage.2010.10.045, 20974264
    • Ma Q, Shen Q, Xu Q, Li D, Shu L, Weber B. Empathic responses to others' gains and losses: An electrophysiological investigation. Neuroimage 2011, 54:2472-2480. 10.1016/j.neuroimage.2010.10.045, 20974264.
    • (2011) Neuroimage , vol.54 , pp. 2472-2480
    • Ma, Q.1    Shen, Q.2    Xu, Q.3    Li, D.4    Shu, L.5    Weber, B.6
  • 22
    • 78650182479 scopus 로고    scopus 로고
    • Interactive effects of HIV/AIDS, body mass, and substance abuse on the frontal brain: A P300 study
    • 10.1016/j.psychres.2009.08.020, 20580839
    • Bauer LO. Interactive effects of HIV/AIDS, body mass, and substance abuse on the frontal brain: A P300 study. Psychiatry Research 2011, 185:232-237. 10.1016/j.psychres.2009.08.020, 20580839.
    • (2011) Psychiatry Research , vol.185 , pp. 232-237
    • Bauer, L.O.1
  • 23
    • 78649767700 scopus 로고    scopus 로고
    • The effects of tailored and threatening nutrition information on message attention. Evidence from an event-related potential study
    • 10.1016/j.appet.2010.11.139, 21094195
    • Kessels LT, Ruiter RA, Brug J, Jansma BM. The effects of tailored and threatening nutrition information on message attention. Evidence from an event-related potential study. Appetite 2011, 56:32-38. 10.1016/j.appet.2010.11.139, 21094195.
    • (2011) Appetite , vol.56 , pp. 32-38
    • Kessels, L.T.1    Ruiter, R.A.2    Brug, J.3    Jansma, B.M.4
  • 24
    • 0035088124 scopus 로고    scopus 로고
    • Cognitive functions of adolescent childhood cancer survivors assessed by event related potentials
    • 10.1002/mpo.1108, 11260567
    • Lahteenmaki PM, Holopainen I, Krause CM, Helenius H, Salmi TT, Heikki LA. Cognitive functions of adolescent childhood cancer survivors assessed by event related potentials. Med Pediatr Oncol 2001, 36:442-50. 10.1002/mpo.1108, 11260567.
    • (2001) Med Pediatr Oncol , vol.36 , pp. 442-450
    • Lahteenmaki, P.M.1    Holopainen, I.2    Krause, C.M.3    Helenius, H.4    Salmi, T.T.5    Heikki, L.A.6
  • 26
    • 77955269058 scopus 로고    scopus 로고
    • Cognitive visual acuity estimation based on the event-related potential P300 component
    • 10.1016/j.clinph.2010.03.030, 20399706
    • Heinrich SP, Marhofer D, Bach M. Cognitive visual acuity estimation based on the event-related potential P300 component. Clinical Neurophysiology 2010, 121:1464-1472. 10.1016/j.clinph.2010.03.030, 20399706.
    • (2010) Clinical Neurophysiology , vol.121 , pp. 1464-1472
    • Heinrich, S.P.1    Marhofer, D.2    Bach, M.3
  • 27
    • 0022358574 scopus 로고
    • Effects of age on the P300 component of the event-related potential from auditory stimuli: Peak definition, variation, and measurement
    • Polich J, Howard L, Starr A. Effects of age on the P300 component of the event-related potential from auditory stimuli: Peak definition, variation, and measurement. The Journal of Gerontology 1985, 40:721-726.
    • (1985) The Journal of Gerontology , vol.40 , pp. 721-726
    • Polich, J.1    Howard, L.2    Starr, A.3
  • 28
    • 0002432138 scopus 로고
    • Evoked responses recorded from the depths of the human brain
    • Brazier MAB. Evoked responses recorded from the depths of the human brain. Annals of the New York Academy of Sciences 1964, 112:33-59.
    • (1964) Annals of the New York Academy of Sciences , vol.112 , pp. 33-59
    • Brazier, M.A.B.1
  • 29
    • 77955096357 scopus 로고    scopus 로고
    • Extraction of single-trial cortical beta oscillatory activities in EEG signals using empirical mode decomposition
    • Yeah CL, Chang HC, Wu CH, Lee PL. Extraction of single-trial cortical beta oscillatory activities in EEG signals using empirical mode decomposition. Biomedical Engineering Online 2009, 9:25.
    • (2009) Biomedical Engineering Online , vol.9 , pp. 25
    • Yeah, C.L.1    Chang, H.C.2    Wu, C.H.3    Lee, P.L.4
  • 30
    • 74049140826 scopus 로고    scopus 로고
    • Analysis of induced components in electroencephalograms using a multiple correlation method
    • Graichen U, Witte H, Haueisen J. Analysis of induced components in electroencephalograms using a multiple correlation method. Biomedical Engineering Online 2009, 9:21.
    • (2009) Biomedical Engineering Online , vol.9 , pp. 21
    • Graichen, U.1    Witte, H.2    Haueisen, J.3
  • 31
    • 67649662231 scopus 로고    scopus 로고
    • Independent component analysis as a model-free approach for the detection of bold changes related to epileptic spikes: A simulation study
    • 10.1002/hbm.20647, 18726909
    • LeVan P, Gotman J. Independent component analysis as a model-free approach for the detection of bold changes related to epileptic spikes: A simulation study. Human Brain Mapping 2009, 30:2021-2031. 10.1002/hbm.20647, 18726909.
    • (2009) Human Brain Mapping , vol.30 , pp. 2021-2031
    • LeVan, P.1    Gotman, J.2
  • 32
    • 78049528154 scopus 로고    scopus 로고
    • A new approach for EEG signal classification of schizophrenic and control participants
    • Sabeti M, Katebi SD, Boostani R, Price GW. A new approach for EEG signal classification of schizophrenic and control participants. Expert Systems with Applications 2011, 38:2063-2071.
    • (2011) Expert Systems with Applications , vol.38 , pp. 2063-2071
    • Sabeti, M.1    Katebi, S.D.2    Boostani, R.3    Price, G.W.4
  • 33
    • 78650220360 scopus 로고    scopus 로고
    • Selection of independent components representing event-related brain potentials: A data-driven approach for greater objectivity
    • 10.1016/j.neuroimage.2010.10.033, 20965258
    • Wessel JR, Ullsperger M. Selection of independent components representing event-related brain potentials: A data-driven approach for greater objectivity. NeuroImage 2011, 54:2105-2115. 10.1016/j.neuroimage.2010.10.033, 20965258.
    • (2011) NeuroImage , vol.54 , pp. 2105-2115
    • Wessel, J.R.1    Ullsperger, M.2
  • 34
    • 78651378482 scopus 로고    scopus 로고
    • Classification of voice disorder in children with cochlear implantation and hearing aid using multiple classifier fusion
    • 10.1186/1475-925X-10-3, 3029214, 21235800
    • Mahmoudi Z, Rahati S, Chasemi MM, Asadpour V, Tayarani H, Rajati M. Classification of voice disorder in children with cochlear implantation and hearing aid using multiple classifier fusion. Biomedical Engineering Online 2011, 10:3. 10.1186/1475-925X-10-3, 3029214, 21235800.
    • (2011) Biomedical Engineering Online , vol.10 , pp. 3
    • Mahmoudi, Z.1    Rahati, S.2    Chasemi, M.M.3    Asadpour, V.4    Tayarani, H.5    Rajati, M.6
  • 35
    • 74049158271 scopus 로고    scopus 로고
    • Robust algorithm for arrhythmia classification in ECG using extreme learning machine
    • 10.1186/1475-925X-8-31, 2781013, 19863819
    • Kim J, Shin HS, Shin K, Lee M. Robust algorithm for arrhythmia classification in ECG using extreme learning machine. Biomedical Engineering Online 2009, 8:31. 10.1186/1475-925X-8-31, 2781013, 19863819.
    • (2009) Biomedical Engineering Online , vol.8 , pp. 31
    • Kim, J.1    Shin, H.S.2    Shin, K.3    Lee, M.4
  • 36
    • 79651469658 scopus 로고    scopus 로고
    • A framework for automatic heart sound analysis without segmentation
    • 10.1186/1475-925X-10-13, 3045988, 21303558
    • Yuenyong S, Nishihara A, Kongprawechnon W, Tungpimolrut K. A framework for automatic heart sound analysis without segmentation. Biomedical Engineering Online 2011, 10:13. 10.1186/1475-925X-10-13, 3045988, 21303558.
    • (2011) Biomedical Engineering Online , vol.10 , pp. 13
    • Yuenyong, S.1    Nishihara, A.2    Kongprawechnon, W.3    Tungpimolrut, K.4
  • 37
    • 69549129492 scopus 로고    scopus 로고
    • Facial expression (mood) recognition from facial images using committee neural networks
    • Kulkarni S, Reddy NP, Hariharan SI. Facial expression (mood) recognition from facial images using committee neural networks. Biomedical Engineering Online 2009, 10:16.
    • (2009) Biomedical Engineering Online , vol.10 , pp. 16
    • Kulkarni, S.1    Reddy, N.P.2    Hariharan, S.I.3
  • 38
    • 63549125191 scopus 로고    scopus 로고
    • Neural network committees for finger joint angle estimation from surface EMG signals
    • 10.1186/1475-925X-8-2, 2661079, 19154615
    • Shrirao NA, Reddy NP, Kosuri DR. Neural network committees for finger joint angle estimation from surface EMG signals. Biomedical Engineering Online 2009, 8:2. 10.1186/1475-925X-8-2, 2661079, 19154615.
    • (2009) Biomedical Engineering Online , vol.8 , pp. 2
    • Shrirao, N.A.1    Reddy, N.P.2    Kosuri, D.R.3
  • 39
    • 78649799619 scopus 로고    scopus 로고
    • Kalman estimator- and general linear model-based on-line brain activation mapping by near-infrared spectroscopy
    • 10.1186/1475-925X-9-82, 3020171, 21138595
    • Hu XS, Hong KS, Ge SS, Jeong MY. Kalman estimator- and general linear model-based on-line brain activation mapping by near-infrared spectroscopy. BioMedical Engineering OnLine 2010, 9:82. 10.1186/1475-925X-9-82, 3020171, 21138595.
    • (2010) BioMedical Engineering OnLine , vol.9 , pp. 82
    • Hu, X.S.1    Hong, K.S.2    Ge, S.S.3    Jeong, M.Y.4
  • 40
    • 42049091561 scopus 로고
    • Report of the committee on methods of clinical examination in electroencephalography
    • Jasper HH. Report of the committee on methods of clinical examination in electroencephalography. Electroenceph Clin Neurophysiol 1958, 10:370-375.
    • (1958) Electroenceph Clin Neurophysiol , vol.10 , pp. 370-375
    • Jasper, H.H.1
  • 41
    • 0033733410 scopus 로고    scopus 로고
    • Blind separation of nonstationary sources in noisy mixtures
    • Choi S, Cichocki A. Blind separation of nonstationary sources in noisy mixtures. Electronics Letters 2000, 36:848-849.
    • (2000) Electronics Letters , vol.36 , pp. 848-849
    • Choi, S.1    Cichocki, A.2
  • 43
    • 0343416807 scopus 로고    scopus 로고
    • The nonlinear PCA learning rule in independent component analysis
    • Oja E. The nonlinear PCA learning rule in independent component analysis. Neurocomputing 1997, 17:25-45.
    • (1997) Neurocomputing , vol.17 , pp. 25-45
    • Oja, E.1
  • 46
    • 80053611922 scopus 로고    scopus 로고
    • Removal of ocular artifacts from EEG signal using joint approximate diagonalization of eigen matrices (JADE) and wavelet transform
    • Naraharisetti KVP. Removal of ocular artifacts from EEG signal using joint approximate diagonalization of eigen matrices (JADE) and wavelet transform. Canadian Journal on Biomedical Engineering & Technology 2010, 1:56-60.
    • (2010) Canadian Journal on Biomedical Engineering & Technology , vol.1 , pp. 56-60
    • Naraharisetti, K.V.P.1
  • 47
    • 0347985243 scopus 로고    scopus 로고
    • Second-order statistics based blind source separation using a bank of subband filters
    • Gharieb RR, Cichocki S. Second-order statistics based blind source separation using a bank of subband filters. Digital Signal Processing 2003, 13:252-274.
    • (2003) Digital Signal Processing , vol.13 , pp. 252-274
    • Gharieb, R.R.1    Cichocki, S.2


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