-
1
-
-
34447339625
-
Brain-computer interface systems: progress and prospects
-
Allison B., Wolpaw E., Wolpaw J. 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.1
Wolpaw, E.2
Wolpaw, J.3
-
2
-
-
84862068706
-
A user study of visualization effectiveness using EEG and cognitive load
-
Wiley Online Library
-
Anderson E., Potter K., Matzen L., Shepherd J., Preston G., Silva C. A user study of visualization effectiveness using EEG and cognitive load. Comput. Graphics Forum 2011, vol. 30:791-800. Wiley Online Library.
-
(2011)
Comput. Graphics Forum
, vol.30
, pp. 791-800
-
-
Anderson, E.1
Potter, K.2
Matzen, L.3
Shepherd, J.4
Preston, G.5
Silva, C.6
-
3
-
-
0022931554
-
Automatic elimination of electrode-pop artifacts in EEG's
-
Barlow J. Automatic elimination of electrode-pop artifacts in EEG's. IEEE Trans Biomed Eng 1986, 33(5):517-521.
-
(1986)
IEEE Trans Biomed Eng
, vol.33
, Issue.5
, pp. 517-521
-
-
Barlow, J.1
-
4
-
-
0026320416
-
Dipole modelling of eye activity and its application to the removal of eye artefacts from the EEG and MEG
-
Berg P., Scherg M. Dipole modelling of eye activity and its application to the removal of eye artefacts from the EEG and MEG. Clin Phys Physiol Meas 1991, 12(A):49-54.
-
(1991)
Clin Phys Physiol Meas
, vol.12 A
, pp. 49-54
-
-
Berg, P.1
Scherg, M.2
-
5
-
-
57649201546
-
Schemes for fusion of EEG and ECG towards temporal lobe epilepsy diagnostics.
-
Bermudez T., Lowe D., Lamborelle A. Schemes for fusion of EEG and ECG towards temporal lobe epilepsy diagnostics. Proc IEEE Eng Med Biol Soc (EMBC) 2007, 5132-5135.
-
(2007)
Proc IEEE Eng Med Biol Soc (EMBC)
, pp. 5132-5135
-
-
Bermudez, T.1
Lowe, D.2
Lamborelle, A.3
-
6
-
-
79958742924
-
Brain-computer interface based on generation of visual images
-
Bobrov P., Frolov A., Cantor C., Fedulova I., Bakhnyan M., Zhavoronkov A. Brain-computer interface based on generation of visual images. PLoS ONE 2011, 6(6):e20674.
-
(2011)
PLoS ONE
, vol.6
, Issue.6
-
-
Bobrov, P.1
Frolov, A.2
Cantor, C.3
Fedulova, I.4
Bakhnyan, M.5
Zhavoronkov, A.6
-
7
-
-
0029849349
-
Muscle artifacts in the sleep EEG: automated detection and effect on all-night EEG power spectra
-
Brunner D., Vasko R., Detka C., Monahan J., Reynolds C., Kupfer D. Muscle artifacts in the sleep EEG: automated detection and effect on all-night EEG power spectra. J Sleep Res 1996, 5(3):155-164.
-
(1996)
J Sleep Res
, vol.5
, Issue.3
, pp. 155-164
-
-
Brunner, D.1
Vasko, R.2
Detka, C.3
Monahan, J.4
Reynolds, C.5
Kupfer, D.6
-
8
-
-
80052331526
-
Utilising noise to improve an interictal spike detector
-
Casson A., Rodriguez-Villegas E. Utilising noise to improve an interictal spike detector. J Neurosci Methods 2011, 201(1):262-268.
-
(2011)
J Neurosci Methods
, vol.201
, Issue.1
, pp. 262-268
-
-
Casson, A.1
Rodriguez-Villegas, E.2
-
10
-
-
0034144007
-
Removal of ocular artifact from the EEG: a review
-
Croft R.J., Barry R.J. Removal of ocular artifact from the EEG: a review. Clin Neurophysiol 2000, 30(1):5-19.
-
(2000)
Clin Neurophysiol
, vol.30
, Issue.1
, pp. 5-19
-
-
Croft, R.J.1
Barry, R.J.2
-
11
-
-
85008008123
-
Epileptic seizure prediction using hybrid feature selection over multiple intracranial EEG electrode contacts: a report of four patients
-
D'Alessandro M., Esteller R., Vachtsevanos G., Hinson A., Echauz J., Litt B. Epileptic seizure prediction using hybrid feature selection over multiple intracranial EEG electrode contacts: a report of four patients. IEEE Trans Biomed Eng 2003, 50(5):603-615.
-
(2003)
IEEE Trans Biomed Eng
, vol.50
, Issue.5
, pp. 603-615
-
-
D'Alessandro, M.1
Esteller, R.2
Vachtsevanos, G.3
Hinson, A.4
Echauz, J.5
Litt, B.6
-
12
-
-
33749249600
-
The relationship between precision-recall and ROC curves.
-
Davis J., Goadrich M. The relationship between precision-recall and ROC curves. Proc Int Conf Mach Learn (ICML) 2006, 233-240.
-
(2006)
Proc Int Conf Mach Learn (ICML)
, pp. 233-240
-
-
Davis, J.1
Goadrich, M.2
-
13
-
-
84867698237
-
How about taking a low-cost, small, and wireless EEG for a walk?
-
Debener S., Minow F., Emkes R., Gandras K., Vos M. How about taking a low-cost, small, and wireless EEG for a walk?. Psychophysiology 2012, 49(11):1617-1621.
-
(2012)
Psychophysiology
, vol.49
, Issue.11
, pp. 1617-1621
-
-
Debener, S.1
Minow, F.2
Emkes, R.3
Gandras, K.4
Vos, M.5
-
14
-
-
33644910449
-
Automatic artifact rejection for EEG data using high-order statistics and independent component analysis.
-
Delorme A., Makeig S., Sejnowski T. Automatic artifact rejection for EEG data using high-order statistics and independent component analysis. Proc Int ICA Conf 2001, 457-462.
-
(2001)
Proc Int ICA Conf
, pp. 457-462
-
-
Delorme, A.1
Makeig, S.2
Sejnowski, T.3
-
15
-
-
84863677354
-
A P300-based quantitative comparison between the Emotiv EPOC headset and a medical EEG device
-
Duvinage M., Castermans T., Petieau M., Hoellinger T., De Saedeleer C., Seetharaman K., et al. A P300-based quantitative comparison between the Emotiv EPOC headset and a medical EEG device. Proc IASTED Int Conf Biomed Eng 2012, 2012.
-
(2012)
Proc IASTED Int Conf Biomed Eng
, pp. 2012
-
-
Duvinage, M.1
Castermans, T.2
Petieau, M.3
Hoellinger, T.4
De Saedeleer, C.5
Seetharaman, K.6
-
16
-
-
84879824131
-
-
Emotiv EPOC headset. [accessed 27.09.12].
-
Emotiv EPOC headset. [accessed 27.09.12]. http://www.emotiv.com/.
-
-
-
-
17
-
-
61549101900
-
Line length: an efficient feature for seizure onset detection
-
Esteller R., Echauz J., Tcheng T., Litt B., Pless B. Line length: an efficient feature for seizure onset detection. Proc IEEE Eng Med Biol Conf (EMBC) 2001, 1707-1710.
-
(2001)
Proc IEEE Eng Med Biol Conf (EMBC)
, pp. 1707-1710
-
-
Esteller, R.1
Echauz, J.2
Tcheng, T.3
Litt, B.4
Pless, B.5
-
18
-
-
33846795833
-
EMG and EOG artifacts in brain computer interface systems: a survey
-
Fatourechi M., Bashashati A., Ward R., Birch G., et al. 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.3
Birch, G.4
-
19
-
-
33646023117
-
An introduction to ROC analysis
-
Fawcett T. An introduction to ROC analysis. Pattern Recogn Lett 2006, 27(8):861-874.
-
(2006)
Pattern Recogn Lett
, vol.27
, Issue.8
, pp. 861-874
-
-
Fawcett, T.1
-
20
-
-
24344436377
-
Correction of muscle artefacts in the EEG power spectrum
-
Gasser T., Schuller J., Gasser U. Correction of muscle artefacts in the EEG power spectrum. Clin Neurophysiol 2005, 116(9):2044-2050.
-
(2005)
Clin Neurophysiol
, vol.116
, Issue.9
, pp. 2044-2050
-
-
Gasser, T.1
Schuller, J.2
Gasser, U.3
-
21
-
-
0026732613
-
The deleterious effect of ocular artefacts on the quantitative EEG, and a remedy
-
Gasser T., Ziegler P., Gattaz W.F. The deleterious effect of ocular artefacts on the quantitative EEG, and a remedy. Eur Arch Psychiatry Clin Neurosci 1992, 241(6):352-356.
-
(1992)
Eur Arch Psychiatry Clin Neurosci
, vol.241
, Issue.6
, pp. 352-356
-
-
Gasser, T.1
Ziegler, P.2
Gattaz, W.F.3
-
22
-
-
0041423684
-
EMG contamination of EEG: spectral and topographical characteristics
-
Goncharova I., McFarland D., Vaughan T., Wolpaw J. EMG contamination of EEG: spectral and topographical characteristics. Clin Neurophysiol 2003, 114(9):1580-1593.
-
(2003)
Clin Neurophysiol
, vol.114
, Issue.9
, pp. 1580-1593
-
-
Goncharova, I.1
McFarland, D.2
Vaughan, T.3
Wolpaw, J.4
-
23
-
-
34248230760
-
Combination of EEG and ECG for improved automatic neonatal seizure detection
-
Greene B., Boylan G., Reilly R., de Chazal P., Connolly S. Combination of EEG and ECG for improved automatic neonatal seizure detection. Clin Neurophysiol 2007, 118(6):1348-1359.
-
(2007)
Clin Neurophysiol
, vol.118
, Issue.6
, pp. 1348-1359
-
-
Greene, B.1
Boylan, G.2
Reilly, R.3
de Chazal, P.4
Connolly, S.5
-
24
-
-
77953491571
-
Removal of movement artifact from high-density EEG recorded during walking and running
-
Gwin J., Gramann K., Makeig S., Ferris D. Removal of movement artifact from high-density EEG recorded during walking and running. J Neurophysiol 2010, 103(6):3526-3534.
-
(2010)
J Neurophysiol
, vol.103
, Issue.6
, pp. 3526-3534
-
-
Gwin, J.1
Gramann, K.2
Makeig, S.3
Ferris, D.4
-
25
-
-
0014848261
-
EEG analysis based on time domain properties
-
Hjorth B. EEG analysis based on time domain properties. Electroencephalogr Clin Neurophysiol 1970, 29(3):306-310.
-
(1970)
Electroencephalogr Clin Neurophysiol
, vol.29
, Issue.3
, pp. 306-310
-
-
Hjorth, B.1
-
27
-
-
78650823393
-
SVM detection of epileptiform activity in routine EEG
-
Kelleher D., Temko A., Nash D., McNamara B., Marnane W. SVM detection of epileptiform activity in routine EEG. Proc IEEE Eng Med Biol Conf (EMBC) 2010, 6369-6372.
-
(2010)
Proc IEEE Eng Med Biol Conf (EMBC)
, pp. 6369-6372
-
-
Kelleher, D.1
Temko, A.2
Nash, D.3
McNamara, B.4
Marnane, W.5
-
28
-
-
84874665130
-
Consumer neuroscience: assessing the brain response to marketing stimuli using electroencephalogram (EEG) and eye tracking
-
Khushaba R., Wise C., Kodagoda S., Louviere J., Kahn B., Townsend C. Consumer neuroscience: assessing the brain response to marketing stimuli using electroencephalogram (EEG) and eye tracking. Expert Syst Appl 2013, 40(9):3803-3812.
-
(2013)
Expert Syst Appl
, vol.40
, Issue.9
, pp. 3803-3812
-
-
Khushaba, R.1
Wise, C.2
Kodagoda, S.3
Louviere, J.4
Kahn, B.5
Townsend, C.6
-
29
-
-
0032021555
-
On combining classifiers
-
Kittler J., Hatef M., Duin R., Matas J. On combining classifiers. IEEE Trans Pattern Anal Mach Intell 1998, 20(3):226-239.
-
(1998)
IEEE Trans Pattern Anal Mach Intell
, vol.20
, Issue.3
, pp. 226-239
-
-
Kittler, J.1
Hatef, M.2
Duin, R.3
Matas, J.4
-
30
-
-
34548553058
-
Channel selection and feature projection for cognitive load estimation using ambulatory EEG
-
Lan T., Erdogmus D., Adami A., Mathan S., Pavel M. Channel selection and feature projection for cognitive load estimation using ambulatory EEG. Comput Intell Neurosci 2007, 2007:8.
-
(2007)
Comput Intell Neurosci
, vol.2007
, pp. 8
-
-
Lan, T.1
Erdogmus, D.2
Adami, A.3
Mathan, S.4
Pavel, M.5
-
31
-
-
33947517339
-
Application and comparison of classification algorithms for recognition of Alzheimer's disease in electrical brain activity (EEG)
-
Lehmann C., Koenig T., Jelic V., Prichep L., John R., Wahlund L., et al. Application and comparison of classification algorithms for recognition of Alzheimer's disease in electrical brain activity (EEG). J Neurosci Methods 2007, 161(2):342-350.
-
(2007)
J Neurosci Methods
, vol.161
, Issue.2
, pp. 342-350
-
-
Lehmann, C.1
Koenig, T.2
Jelic, V.3
Prichep, L.4
John, R.5
Wahlund, L.6
-
32
-
-
0027371166
-
Ocular artifacts in EEG and event-related potentials. I: Scalp topography
-
Lins O., Picton T., Berg P., Scherg M. Ocular artifacts in EEG and event-related potentials. I: Scalp topography. Brain Topogr 1993, 6(1):51-63.
-
(1993)
Brain Topogr
, vol.6
, Issue.1
, pp. 51-63
-
-
Lins, O.1
Picton, T.2
Berg, P.3
Scherg, M.4
-
33
-
-
77749344420
-
Towards ambulatory brain-computer interfaces: a pilot study with P300 signals
-
Lotte F., Fujisawa J., Touyama H., Ito R., Hirose M., Lécuyer A. Towards ambulatory brain-computer interfaces: a pilot study with P300 signals. Proc Int Conf Adv Comput Ent Technol 2009, 336-339.
-
(2009)
Proc Int Conf Adv Comput Ent Technol
, pp. 336-339
-
-
Lotte, F.1
Fujisawa, J.2
Touyama, H.3
Ito, R.4
Hirose, M.5
Lécuyer, A.6
-
35
-
-
61849109313
-
Combining newborn EEG and HRV information for automatic seizure detection
-
Malarvili M., Mesbah M. Combining newborn EEG and HRV information for automatic seizure detection. Proc IEEE Eng Med Biol Conf (EMBC) 2008, 4756-4759.
-
(2008)
Proc IEEE Eng Med Biol Conf (EMBC)
, pp. 4756-4759
-
-
Malarvili, M.1
Mesbah, M.2
-
36
-
-
36549029758
-
Machine learning for real-time single-trial EEG-analysis: from brain-computer interfacing to mental state monitoring
-
Müller K., Tangermann M., Dornhege G., Krauledat M., Curio G., Blankertz B. Machine learning for real-time single-trial EEG-analysis: from brain-computer interfacing to mental state monitoring. J Neurosci Methods 2008, 167(1):82-90.
-
(2008)
J Neurosci Methods
, vol.167
, Issue.1
, pp. 82-90
-
-
Müller, K.1
Tangermann, M.2
Dornhege, G.3
Krauledat, M.4
Curio, G.5
Blankertz, B.6
-
39
-
-
84878043520
-
Automatic detection of EEG artefacts arising from head movements using EEG and gyroscope signals
-
in press
-
O'Regan S., Faul S., Marnane W. Automatic detection of EEG artefacts arising from head movements using EEG and gyroscope signals. Med Eng Phys 2012, in press. 10.1016/j.medengphy.2012.08.017.
-
(2012)
Med Eng Phys
-
-
O'Regan, S.1
Faul, S.2
Marnane, W.3
-
40
-
-
39549122999
-
Multimodality sensor system for long-term sleep quality monitoring
-
Peng Y., Lin C., Sun M., Landis C. Multimodality sensor system for long-term sleep quality monitoring. IEEE Trans Bio-med Circuits Syst 2007, 1(3):217-227.
-
(2007)
IEEE Trans Bio-med Circuits Syst
, vol.1
, Issue.3
, pp. 217-227
-
-
Peng, Y.1
Lin, C.2
Sun, M.3
Landis, C.4
-
41
-
-
0033990323
-
The correction of ocular artifacts: a topographic perspective
-
Picton T., van Roon P., Armilio M., Berg P., Ille N., Scherg M. The correction of ocular artifacts: a topographic perspective. Clin Neurophysiol 2000, 111(1):53-65.
-
(2000)
Clin Neurophysiol
, vol.111
, Issue.1
, pp. 53-65
-
-
Picton, T.1
van Roon, P.2
Armilio, M.3
Berg, P.4
Ille, N.5
Scherg, M.6
-
42
-
-
0003243224
-
Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods
-
Platt J. Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods. Adv Larg Margin Classifiers 1999, 10(3):61-74.
-
(1999)
Adv Larg Margin Classifiers
, vol.10
, Issue.3
, pp. 61-74
-
-
Platt, J.1
-
43
-
-
78650821469
-
Multimodal EEG, MRI and PET data fusion for Alzheimer's disease diagnosis.
-
Polikar R., Tilley C., Hillis B., Clark C. Multimodal EEG, MRI and PET data fusion for Alzheimer's disease diagnosis. Proc IEEE Eng Med Biol Conf (EMBC), vol. 20 2010, 6058-6061.
-
(2010)
Proc IEEE Eng Med Biol Conf (EMBC), vol. 20
, pp. 6058-6061
-
-
Polikar, R.1
Tilley, C.2
Hillis, B.3
Clark, C.4
-
44
-
-
67650895069
-
Decision-level fusion of EEG and pupil features for single-trial visual detection analysis
-
Qian M., Aguilar M., Zachery K., Privitera C., Klein S., Carney T., et al. Decision-level fusion of EEG and pupil features for single-trial visual detection analysis. IEEE Trans Biomed Eng 2009, 56(7):1929-1937.
-
(2009)
IEEE Trans Biomed Eng
, vol.56
, Issue.7
, pp. 1929-1937
-
-
Qian, M.1
Aguilar, M.2
Zachery, K.3
Privitera, C.4
Klein, S.5
Carney, T.6
-
46
-
-
0033713738
-
Combining multiple classifiers by averaging or by multiplying?
-
Tax D., Van Breukelen M., Duin R., Kittler J. Combining multiple classifiers by averaging or by multiplying?. Pattern Recogn 2000, 33(9):1475-1485.
-
(2000)
Pattern Recogn
, vol.33
, Issue.9
, pp. 1475-1485
-
-
Tax, D.1
Van Breukelen, M.2
Duin, R.3
Kittler, J.4
-
47
-
-
78751613317
-
EEG-based neonatal seizure detection with support vector machines
-
Temko A., Thomas E., Marnane W., Lightbody G., Boylan G. EEG-based neonatal seizure detection with support vector machines. Clin Neurophysiol 2011, 122(3):464-473.
-
(2011)
Clin Neurophysiol
, vol.122
, Issue.3
, pp. 464-473
-
-
Temko, A.1
Thomas, E.2
Marnane, W.3
Lightbody, G.4
Boylan, G.5
-
48
-
-
77954108725
-
Gaussian mixture models for classification of neonatal seizures using EEG
-
Thomas E., Temko A., Lightbody G., Marnane W., Boylan G. Gaussian mixture models for classification of neonatal seizures using EEG. Physiol Meas 2010, 31(7):1047-1064.
-
(2010)
Physiol Meas
, vol.31
, Issue.7
, pp. 1047-1064
-
-
Thomas, E.1
Temko, A.2
Lightbody, G.3
Marnane, W.4
Boylan, G.5
-
49
-
-
84879817521
-
-
Department of Electrical & Electronic Engineering, National University of Ireland, Ph.D.thesis
-
Thomas E.M. A machine learning framework for neonatal seizure detection 2011, Department of Electrical & Electronic Engineering, National University of Ireland, Ph.D.thesis.
-
(2011)
A machine learning framework for neonatal seizure detection
-
-
Thomas, E.M.1
-
50
-
-
70849088897
-
Classifying human leg motions with uniaxial piezoelectric gyroscopes
-
Tunçel O., Altun K., Barshan B. Classifying human leg motions with uniaxial piezoelectric gyroscopes. Proc Soc Photo-opt Instrum 2009, 9(11):8508-8546.
-
(2009)
Proc Soc Photo-opt Instrum
, vol.9
, Issue.11
, pp. 8508-8546
-
-
Tunçel, O.1
Altun, K.2
Barshan, B.3
-
52
-
-
0032888406
-
Context related artefact detection in prolonged EEG recordings
-
van de Velde M., Ghosh I., Cluitmans P. Context related artefact detection in prolonged EEG recordings. Comput Methods Prog Biomed 1999, 60(3):183-196.
-
(1999)
Comput Methods Prog Biomed
, vol.60
, Issue.3
, pp. 183-196
-
-
van de Velde, M.1
Ghosh, I.2
Cluitmans, P.3
-
53
-
-
0141833992
-
New horizons in ambulatory electroencephalography
-
Waterhouse E. New horizons in ambulatory electroencephalography. IEEE Eng Med Biol Mag 2003, 22(3):74-80.
-
(2003)
IEEE Eng Med Biol Mag
, vol.22
, Issue.3
, pp. 74-80
-
-
Waterhouse, E.1
-
54
-
-
0027291995
-
The topography of muscle activity in quantitative EEG
-
Willis J., Nelson A., Rice J., Black F. The topography of muscle activity in quantitative EEG. Clin Electroencephalagr 1993, 24(3):123-126.
-
(1993)
Clin Electroencephalagr
, vol.24
, Issue.3
, pp. 123-126
-
-
Willis, J.1
Nelson, A.2
Rice, J.3
Black, F.4
-
55
-
-
79960889410
-
Automatic classification of artifactual ICA-components for artifact removal in EEG signals
-
Winkler I., Haufe S., Tangermann M. Automatic classification of artifactual ICA-components for artifact removal in EEG signals. Behav Brain Funct 2011, 7(1):30.
-
(2011)
Behav Brain Funct
, vol.7
, Issue.1
, pp. 30
-
-
Winkler, I.1
Haufe, S.2
Tangermann, M.3
|