20.9.2 Brain, Cortex, Brain Waves, EEG Analysis

Kumar, A.[Anand],
A real-time system for pattern recognition of human sleep stages by fuzzy system analysis,
PR(9), No. 1, January 1977, pp. 43-46.
WWW Version. 0309
BibRef

Ferber, G.,
Classifying and validating intermittent EEG patterns with syntactic methods,
PR(19), No. 4, 1986, pp. 289-295.
WWW Version. 0309
BibRef

Liang, J.J.[Joseph J.], Clarson, V.[Virginia],
A new approach to classification of brainwaves,
PR(22), No. 6, 1989, pp. 767-774.
WWW Version. 0309
BibRef

Obermaier, B., Guger, C., Neuper, C., Pfurtscheller, G.,
Hidden Markov models for online classification of single trial EEG data,
PRL(22), No. 12, October 2001, pp. 1299-1309.
HTML Version. 0108
BibRef

Schmitt, U., Louis, A.K., Darvas, F., Buchner, H., Fuchs, M.,
Numerical aspects of spatio-temporal current density reconstruction from EEG-/MEG-data,
MedImg(20), No. 4, April 2001, pp. 314-324.
IEEE Top Reference. 0110
BibRef

Jirsa, V.K., Jantzen, K.J., Fuchs, A., Kelso, J.A.S.,
Spatiotemporal forward solution of the EEG and MEG using network modeling,
MedImg(21), No. 5, May 2002, pp. 493-504.
IEEE Top Reference. 0206
BibRef

Wu, W., Black, M.J., Mumford, D., Gao, Y., Bienenstock, E., Donoghue, J.P.,
Modeling and decoding motor cortical activity using a switching Kalman filter,
BiomedEng(51), No. 6, June 2004, pp. 933-942.
WWW Version.
PDF Version. BibRef 0406

Wu, W., Gao, Y., Bienenstock, E., Donoghue, J.P., Black, M.J.,
Bayesian population coding of motor cortical activity using a Kalman filter,
NeurComp(18), 2005, pp. 80-118.
WWW Version.
PDF Version. BibRef 0500

Wood, F., Black, M.J., Vargas-Irwin, C., Fellows, M., Donoghue, J.P.,
On the variability of manual spike sorting,
BiomedEng(51), No. 6, June 2004, pp. 912-918.
WWW Version.
PDF Version. BibRef 0406

Kybic, J.[Jan], Clerc, M.[Maureen], Abboud, T.[Toufic], Faugeras, O.D.[Olivier D.], Keriven, R.[Renaud], Papadopoulo, T.[Théo],
A common formalism for the Integral formulations of the forward EEG problem,
MedImg(24), No. 1, January 2005, pp. 12-28.
IEEE Abstract. IEEE Top Reference. 0501
BibRef
Earlier:
Integral Formulations for the EEG Problem,
INRIARR-4735, Février 2003.
HTML Version. 0306
BibRef

Faugeras, O.D., Clement, F., Deriche, R., Keriven, R., Papadopoulo, T., Roberts, J., Vieville, T., Devernay, F., Gomes, J., Hermosillo, G., Kornprobst, P., and Lingrand, D.,
The Inverse EEG and MEG Problems: The Adjoint State Approach I: The Continuous Case,
INRIA--RR-3673, May 1999.
HTML Version. Determine the 3-D structure of the signals from the EEG signals. BibRef 9905

Kook, H.S.[Hyun-Seok], Gupta, L.[Lalit], Molfese, D.[Dennis], Fadem, K.C.,
Multi-stimuli multi-channel data and decision fusion strategies for dyslexia prediction using neonatal ERPs,
PR(38), No. 11, November 2005, pp. 2174-2184.
WWW Version. 0509
BibRef

Kook, H.S.[Hyun-Seok], Gupta, L.[Lalit], Kota, S.[Srinivas], Molfese, D.[Dennis], Lyytinen, H.,
An offline/real-time artifact rejection strategy to improve the classification of multi-channel evoked potentials,
PR(41), No. 6, June 2008, pp. 1985-1996.
WWW Version. 0802
Artifact detection; Evoked potentials; Decision fusion BibRef

Shoker, L., Sanei, S., Chambers, J.,
Artifact removal from electroencephalograms using a hybrid BSS-SVM algorithm,
SPLetters(12), No. 10, October 2005, pp. 721-724.
IEEE DOI Link 0510
BibRef

Puthusserypady, S., Ratnarajah, T.,
Hinf-Adaptive Filters for Eye Blink Artifact Minimization From Electroencephalogram,
SPLetters(12), No. 12, December 2005, pp. 816-819.
IEEE DOI Link 0512
BibRef

Unsworth, C.P., Spowart, J.J., Lawson, G., Brown, J.K., Mulgrew, B., Minns, R.A., Clark, M.,
New hypothesis test: a repropagation method to test the applicability of linear ICA to a given problem (highlighted by an EEG case study applied to epilepsy),
VISP(152), No. 5, October 2005, pp. 545-552.
WWW Version. 0512
BibRef

Latif, M.A., Sanei, S., Chambers, J., Shoker, L.,
Localization of abnormal EEG sources using blind source separation partially constrained by the locations of known sources,
SPLetters(13), No. 3, March 2006, pp. 117-120.
IEEE DOI Link 0604
BibRef

Colliot, O.[Olivier], Camara, O.[Oscar], Bloch, I.[Isabelle],
Integration of fuzzy spatial relations in deformable models: Application to brain MRI segmentation,
PR(39), No. 8, August 2006, pp. 1401-1414.
WWW Version. Spatial relations; Deformable models; Fuzzy sets; MRI; Subcortical structures 0606
BibRef

Burguet, J., Gadi, N., Bloch, I.,
Realistic Models of Children Heads from 3D-MRI Segmentation and Tetrahedral Mesh Construction,
3DPVT04(631-638).
IEEE Abstract. IEEE Top Reference. 0412
BibRef

Ubeyli, E.D.[Elif Derya], Guler, I.[Inan],
Features extracted by eigenvector methods for detecting variability of EEG signals,
PRL(28), No. 5, 1 April 2007, pp. 592-603.
WWW Version. 0703
Mixture of experts (ME); Modified mixture of experts (MME); Eigenvector methods; Electroencephalogram (EEG) signals BibRef

Marcel, S.[Sebastien], del R. Millan, J.[Jose],
Person Authentication Using Brainwaves (EEG) and Maximum A Posteriori Model Adaptation,
PAMI(29), No. 4, April 2007, pp. 743-752.
IEEE DOI Link 0703
EEG for biometrics. Some tasks are more appropriate for authentication than others. BibRef

Palaniappan, R., Mandic, D.P.,
Biometrics from Brain Electrical Activity: A Machine Learning Approach,
PAMI(29), No. 4, April 2007, pp. 738-742.
IEEE DOI Link 0703
BibRef

Brunner, C.[Clemens], Naeem, M.[Muhammad], Leeb, R.[Robert], Graimann, B.[Bernhard], Pfurtscheller, G.[Gert],
Spatial filtering and selection of optimized components in four class motor imagery EEG data using independent components analysis,
PRL(28), No. 8, 1 June 2007, pp. 957-964.
WWW Version. 0704
Spatial filtering; Independent components analysis (ICA); Common spatial patterns (CSP); Principal components analysis (PCA); Electroencephalogram (EEG); Brain-computer interface (BCI); Motor imagery BibRef

Barriga, E.S., Pattichis, M., Ts'o, D., Abramoff, M., Kardon, R., Kwon, Y., Soliz, P.,
Spatiotemporal Independent Component Analysis for the Detection of Functional Responses in Cat Retinal Images,
MedImg(26), No. 8, August 2007, pp. 1035-1045.
IEEE DOI Link 0709
BibRef

Sun, S.L.[Shi-Liang], Zhang, C.S.[Chang-Shui], Zhang, D.[Dan],
An experimental evaluation of ensemble methods for EEG signal classification,
PRL(28), No. 15, 1 November 2007, pp. 2157-2163.
WWW Version. 0711
Brain-computer interface (BCI); EEG signal classification; Bagging; Boosting; Random subspace BibRef

Zhong, M.J.[Ming-Jun], Lotte, F.[Fabien], Girolami, M.[Mark], Lecuyer, A.[Anatole],
Classifying EEG for brain computer interfaces using Gaussian processes,
PRL(29), No. 3, 1 February 2008, pp. 354-359.
WWW Version. 0801
Gaussian process; Brain computer interfaces; Support vector machine; EEG BibRef

Sun, S.L.[Shi-Liang], Zhang, C.S.[Chang-Shui], Lu, Y.[Yue],
The random electrode selection ensemble for EEG signal classification,
PR(41), No. 5, May 2008, pp. 1680-1692.
WWW Version. 0711
EEG signal classification; Classifier ensemble; Bayesian classifier; Gaussian mixture model; Fisher discriminant analysis BibRef

Li, Y.Q.[Yuan-Qing], Guan, C.T.[Cun-Tai], Li, H.Q.[Hui-Qi], Chin, Z.Y.[Zheng-Yang],
A self-training semi-supervised SVM algorithm and its application in an EEG-based brain computer interface speller system,
PRL(29), No. 9, 1 July 2008, pp. 1285-1294.
WWW Version. 0711
Semi-supervised support vector machine (SVM); Model selection; Convergence; Brain computer interface (BCI); Electroencephalogram (EEG) BibRef

Everitt, R.G., Glendinning, R.H.,
A statistical approach to the problem of restoring damaged and contaminated images,
PR(42), No. 1, January 2009, pp. 115-125.
WWW Version. 0809
Bayesian statistics; Damaged images; EEG artefacts; Illumination variations; Photographs; Semi-parametric model BibRef

Alba, A.[Alfonso], Marroquin, J.L.[Jose L.], Arce-Santana, E.[Edgar], Harmony, T.[Thalia],
Classification and interactive segmentation of EEG synchrony patterns,
PR(43), No. 2, February 2010, pp. 530-544,.
Elsevier DOI Link
WWW Version. 0910
Interactive segmentation; Seeded region growing; Bayesian regularization; EEG synchrony; Electroencephalograpy; Psychophysiological experiment BibRef

Calvetti, D.[Daniela], Hakula, H.[Harri], Pursiainen, S.[Sampsa], Somersalo, E.[Erkki],
Conditionally Gaussian Hypermodels For Cerebral Source Localization,
SIIMS(2), No. 3, 2009, pp. 879-909. electroencephalography/magnetoencephalography; Markov chain Monte Carlo; finite element methods
WWW Version.
WWW Version. BibRef 0903

Korb, S.[Sebastian], Grandjean, D.[Didier], Scherer, K.[Klaus],
Investigating the production of emotional facial expressions: A combined electroencephalographic (EEG) and electromyographic (EMG) approach,
FG08(1-6).
IEEE DOI Link 0809
BibRef

Lu, S.J.[Shi-Jian], Guan, C.T.[Cun-Tai], Zhang, H.H.[Hai-Hong],
Subject-independent brain computer interface through boosting,
ICPR08(1-4).
IEEE DOI Link 0812
EEG classification BibRef

Lotte, F.[Fabien], Mouchere, H.[Harold], Lecuyer, A.[Anatole],
Pattern rejection strategies for the design of self-paced EEG-based Brain-Computer Interfaces,
ICPR08(1-5).
IEEE DOI Link 0812
BibRef

Cecotti, H.[Hubert], Graeser, A.[Axel],
Convolutional Neural Network with embedded Fourier Transform for EEG classification,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Shen, T.W.[Tsu-Wang], Kuo, X.[Xavier], Yu, C.S.[Chung-Shan],
Intelligence computing approach for seizure detection based on intracranial electroencephalogram (IEEG),
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Sun, S.[Shiliang],
Multitask learning for EEG-based biometrics,
ICPR08(1-4).
IEEE DOI Link 0812
BibRef

Rafik, K.[Khemakhem], Ahmed, B.H.[Ben Hamida], Imed, F.[Feki], Abdelmalik, T.A.[Taleb-Ahmed],
Recursive sLORETA-FOCUSS Algorithm for EEG Dipoles Localization,
IPTA08(1-5).
IEEE DOI Link 0811
BibRef

Alba, A.[Alfonso], Arce-Santana, E.[Edgar],
Visualization of Dynamic Connectivity in High Electrode-Density EEG,
ISVC08(I: 1040-1050).
Springer DOI Link 0812
BibRef

Poli, R.[Riccardo], Cinel, C.[Caterina], Citi, L.[Luca], Sepulveda, F.[Francisco],
Evolutionary Brain Computer Interfaces,
EvoIASP07(301-310).
Springer DOI Link 0704
BibRef

Millán, J.D.[José Del_R.], Ferrez, P.W.[Pierre W.], Galán, F.[Ferran], Lew, E.[Eileen], Chavarriaga, R.[Ricardo],
Non-invasive Brain-Actuated Interaction,
BVAI07(438-447).
Springer DOI Link 0710
BibRef

Sahin, C.[Cenk], Ogulata, S.N.[Seyfettin Noyan], Aslan, K.[Kezban], Bozdemir, H.[Hacer],
The Application of Neural Networks in Classification of Epilepsy Using EEG Signals,
BVAI07(499-508).
Springer DOI Link 0710
BibRef

Liefhold, C.[Christian], Grosse-Wentrup, M.[Moritz], Gramann, K.[Klaus], Buss, M.[Martin],
Comparison of Adaptive Spatial Filters with Heuristic and Optimized Region of Interest for EEG Based Brain-Computer-Interfaces,
DAGM07(274-283).
Springer DOI Link 0709
BibRef

Song, X.M.[Xiao-Mu], Iordanescu, G.[George], Wyrwicz, A.M.[Alice M.],
One-class Machine Learning for Brain Activation Detection,
CVPR07(1-6).
IEEE DOI Link 0706
BibRef

Chacón, M.[Max], Diaz, D.[Darwin], Ríos, L.[Luis], Evans, D.[David], Panerai, R.[Ronney],
Support Vector Machine with External Recurrences for Modeling Dynamic Cerebral Autoregulation,
CIARP06(954-963).
Springer DOI Link 0611
BibRef

Breun, P.[Peter], Grosse-Wentrup, M.[Moritz], Utschick, W.[Wolfgang], Buss, M.[Martin],
Robust MEG Source Localization of Event Related Potentials: Identifying Relevant Sources by Non-Gaussianity,
DAGM06(394-403).
Springer DOI Link 0610
ICA analysis of MEG/EEG. BibRef

Hill, N.J.[N. Jeremy], Lal, T.N.[Thomas Navin], Schröder, M.[Michael], Hinterberger, T.[Thilo], Widman, G.[Guido], Elger, C.E.[Christian E.], Schölkopf, B.[Bernhard], Birbaumer, N.[Niels],
Classifying Event-Related Desynchronization in EEG, ECoG and MEG Signals,
DAGM06(404-413).
Springer DOI Link 0610
BibRef

Tomioka, R.[Ryota], Dornhege, G.[Guido], Nolte, G.[Guido], Aihara, K.[Kazuyuki], Müller, K.R.[Klaus-Robert],
Optimizing Spectral Filters for Single Trial EEG Classification,
DAGM06(414-423).
Springer DOI Link 0610
BibRef

Zhu, X.Y.[Xiao-Yuan], Wu, J.K.[Jian-Kang], Cheng, Y.M.[Yi-Min], Wang, Y.[Yixiao],
GMM-Based Classification Method for Continuous Prediction in Brain-Computer Interface,
ICPR06(I: 1171-1174).
WWW Version. 0609
BibRef

Hu, Z.H.[Zheng-Hui], Shi, P.C.[Peng-Cheng],
Regularity and Complexity of Human Electroencephalogram Dynamics: Applications to Diagnosis of Alzheimers Disease,
ICPR06(III: 245-248).
WWW Version. 0609
BibRef

Jing, M.[Min], Sanei, S.[Saeid],
Scanner Artifact Removal in Simultaneous EEG-fMRI for Epileptic Seizure Prediction,
ICPR06(III: 722-725).
WWW Version. 0609
BibRef

Cheng, D.S.[Dong Seon], d'Amato, V., Murino, V.,
Wavelet-based Processing of EEG Data for Brain-Computer Interfaces,
VHCI05(III: 74-74).
IEEE DOI Link 0507
BibRef

Yun, M.H.[Myung Hwan], Lee, J.H.[Joo Hwan], Lee, H.J.[Hyoung-Joo], Cho, S.Z.[Sung-Zoon],
Classification of Bluffing Behavior and Affective Attitude from Prefrontal Surface Encephalogram During On-Line Game,
ICB06(706-712).
Springer DOI Link 0601
BibRef

Xu, W.J.[Wen-Jie], Guan, C.T.[Cun-Tai], Siong, C.E.[Chng Eng], Ranganatha, S., Thulasidas, M., Wu, J.K.[Jian-Kang],
High accuracy classification of EEG signal,
ICPR04(II: 391-394).
IEEE DOI Link 0409
BibRef

Mattout, J., Garnero, L., Pelegrini-Issac, M., Benali, H.,
Statistical Method for Source Localization in MEG/EEG Tomographic Reconstruction Problem,
ICIP01(I: 714-717).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Singh, S.,
EEG Data Classification with Localised Structural Information,
ICPR00(Vol II: 271-274).
IEEE DOI Link
HTML Version. 0009
BibRef

Li, T.H., Klemm, W.R.,
Detection of Cognitive Binding During Ambiguous Figure Tasks by Wavelet Coherence Analysis of EEG Signals,
ICPR00(Vol III: 94-97).
IEEE DOI Link
HTML Version. 0009
BibRef

Chitti, Y.[Yasmina],
Application of image processing in neurobiology: Detection of low signals with high spatial resolution and a non-uniform variance,
CIAP95(253-257).
Springer DOI Link 9509
BibRef

Zhong, C.X.[Chun Xiang], Ping, X.[Xiao], Wu, X.M.[Xiao Ming], Wu, L.Y.[Lei Yi],
A contextual method for electroencephalogram recognition,
ICPR88(II: 911-913).
IEEE DOI Link 8811
BibRef

Chapter on Medical Applications, CAT, MRI, Ultrasound, Heart Models, Brain Models continues in
Medical Applications -- Heart, Cardiac Applications .