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[[attachment:HPIM0179.JPG]] == Publications using BrainStorm == * '''Chaumon Maximilien; Hasboun Dominique; Baulac Michel; Adam Claude; Tallon-Baudry Catherine''', (2009) "Unconscious contextual memory affects early responses in the anterior temporal lobe." '''Brain research''';1285:77-87 * '''Stephan Moratti and Andreas Keil''', (2009) "Not What You Expect: Experience but not Expectancy Predicts Conditioned Responses in Human Visual and Supplementary Cortex", '''Cerebral Cortex'''. * '''Bekinschtein T, Dehaene S, Rohaut B, Tadel F, Cohen L, Naccache L''', (2009) "Neural signature of the conscious processing of auditory regularities", '''PNAS''', 106, 1672-1677. * '''Amor, F.; Baillet, S.; Navarro, V.; Adam, C.; Martinerie, J, Quyen, M. L. V. (2009) ''', "Cortical local and long-range synchronization interplay in human absence seizure initiation.", '''Neuroimage''', 45: 950-96. * '''Delcul, A.; Baillet, S. & Dehaene, S.''', (2007) "Brain dynamics underlying the nonlinear threshold for access to consciousnes", '''PLoS Biology''', 5, e260 * '''Conty L, N'Diaye K, Tijus C, George N'''' (2007)"When eye creates the contact! ERP evidence for early dissociation between direct and averted gaze motion processing." '''NEUROPSYCHOLOGIA'''. 2007, 45:3024-3037. * '''Jerbi K, Lachaux JP, N'Diaye K, Pantazis D, Leahy RM, Garnero L, Baillet S'''.(2007) "Coherent neural representation of hand speed in humans revealed by MEG imaging." '''PNAS''', 104(18): 7676--7681 * '''Grova C, Daunizeau J, Lina JM, et al.''' Evaluation of EEG localization methods using realistic simulations of interictal spikes NEUROIMAGE 29 (3): 734-753 FEB 1 2006 * '''Sergent C, Baillet S, Dehaene S''' (2005) Timing of the brain events underlying access to consciousness during the attentional blink '''NATURE NEUROSCIENCE''' 8(10): 1391-1400 OCT * '''Amor F, Rudrauf D, Navarro V, et al.''' Imaging brain synchrony at high spatio-temporal resolution: application to MEG signals during absence seizures SIGNAL PROCESSING 85 (11): 2101-2111 NOV 2005. [[http://www.sciencedirect.com.gate1.inist.fr/science?_ob=ArticleURL&_udi=B6V18-4GRH636-5&_coverDate=11/30/2005&_alid=426352889&_rdoc=1&_fmt=&_orig=search&_qd=1&_cdi=5668&_sort=d&view=c&_acct=C000061186&_version=1&_urlVersion=0&_userid=4046392&md5=4878ec66a9503dbb95aad48b6e91e920|Link]]. * '''N'diaye K, Pfeuty M, Ragot R, et al.''' Parsing the temporal evolution of brain activity in duration discrimination with electro- and magneto-encephalography JOURNAL OF COGNITIVE NEUROSCIENCE : 46-46 Suppl. S 2005 * '''N'Diaye K, Ragot R, Garnero L, et al.''' What is common to brain activity evoked by the perception of visual and auditory filled durations? A study with MEG and EEG co-recordings COGNITIVE BRAIN RESEARCH 21 (2): 250-268 OCT 2004. [[http://www.sciencedirect.com.gate1.inist.fr/science?_ob=ArticleURL&_udi=B6SYV-4CK8169-2&_coverDate=10/31/2004&_alid=426353434&_rdoc=1&_fmt=&_orig=search&_qd=1&_cdi=4844&_sort=d&view=c&_acct=C000061186&_version=1&_urlVersion=0&_userid=4046392&md5=2a6fb25a813cbc312a4729acac899cb5|Link]]. == Publications on BrainStorm's code == * '''Lefèvre J, Baillet S''', "Optical flow approaches to the identification of brain dynamics", Human Brain Mapping, 30, 1887-1897, 2009 * '''Soto JLP, Pantazis D, Jerbi K, Lachaux JP, Garnero L, Leahy RM''', "Detection of Event-Related Modulations of Oscillatory Brain Activity with Multivariate Statistical Analysis of MEG Data", Human Brain Mapping, 30, 1922-1934, 2009. * '''Pantazis D, Nichols TE, Baillet S, Leahy RM''', "A Comparison of Random Field Theory and Permutation Methods for the Statistical Analysis of MEG data", Neuroimage, 25, 355-368, April, 2005. * '''Darvas F, Rautiainen M, Pantazis D, Benali H, Baillet S, Mosher JC, Garnero L, Leahy RM''', "Investigations of dipole localization accuracy in MEG using the bootstrap", Neuroimage, 25, 383-394, April, 2005. * '''Jerbi K, Baillet S, Mosher JC, Nolte G, Garnero L, Leahy RM'''. “Localization of Realistic Cortical Activity in MEG using Current Multipoles”, !NeuroImage, 2004 Jun;22(2):779-93. * '''Ossadtchi A, Baillet A, Mosher JC, Thyerlei D, Sutherling W, Leahy RM''', "Automated Interictal Spike Detection and Source Localization in MEG using ICA and Spatio-Temporal Clustering", Clinical Neurophysiology, 2004 Mar;115(3):508-22. * '''Pantazis D, Nichols TS, Baillet S, Leahy RM''', "Spatiotemporal Localization of Significant Activation in MEG using Permutation Tests", Proceedings of the 18th Conference on Information Processing in Medical Imaging IPMI2003, Springer Lecture Notes in Computer Science. * '''Jerbi K, Mosher JC, Baillet S, Leahy RM''', "On MEG Forward Modelling using Multipolar Expansions", Physics in Medicine & Biology, Vol. 47, pp. 523-555, February 2002. * '''Baillet S, Mosher JC, Leahy RM''', "Electromagnetic Brain Mapping", IEEE Signal Processing Magazine, Vol.18, No 6, pp. 14-30, November 2001, [invited review paper] [[http://neuroimage.usc.edu/paperspdf/BailletMosherLeahy_IEEESPMAG_Nov2001.pdf|pdf]] * '''Ermer JJ, Mosher JC, Baillet S, Leahy RM''', " ''Rapidly recomputable EEG forward models for realistic head shapes ''", Phys Med Biol 2001, Apr;46(4), pp. 1265-1281 [[http://neuroimage.usc.edu/paperspdf/rapid_01.pdf|pdf]] * '''Ermer JJ, Mosher JC, Huang MX, Leahy RM''', " ''Paired MEG data set source localization using recursively applied and projected (RAP) MUSIC ''", Biomedical Engineering, IEEE Transactions on, Volume:47 Issue:9, pp. 1248-1260, Sept. 2000 [[http://neuroimage.usc.edu/paperspdf/RAP_00.pdf|pdf]] * '''Mosher JC, Baillet S, Jerbi K, Leahy RM''', " ''MEG multipolar modeling of distributed sources using RAP-MUSIC ''", Signals, Systems and Computers, 2000. Conference Record of the Thirty-Fourth Asilomar Conference on , Volume: 1, pp 318-322, 2000 [[http://neuroimage.usc.edu/paperspdf/MEG_00.pdf|pdf]] * '''Mosher JC, Baillet S, Leahy RM''', " ''EEG Source Localization and Imaging Using Multiple Signal Classification Approaches ''", Journal of Clinical Neurophysiology, Vol. 16, No 3, pp. 225-238, June 1999. [Review Article] * '''Mosher JC, Leahy RM, Shattuck DW, Baillet S''', " ''MEG Source Imaging using Multipolar Expansions ''", Proceedings of the 16th Conference on Information Processing in Medical Imaging, IPMI'99, Visegrád, Hungary, June/July 1999, Springer Series in Computer Science, pp.15-28, A. Kuba, M. Sámal, A. Todd-Pokropek (Eds.): June/July 1999. [[http://neuroimage.usc.edu/paperspdf/IPMI99.pdf|pdf]] * '''Mosher JC, Leahy RM, Lewis PS''', " ''EEG and MEG: forward solutions for inverse methods ''", IEEE Transactions on Biomedical Engineering, Volume: 46 3 , March 1999, Page(s): 245 -259. [[http://neuroimage.usc.edu/paperspdf/IEEEBME99.pdf|pdf]] * '''Mosher JC, Leahy RM''', " ''Source localization using recursively applied and projected (RAP) MUSIC ''", IEEE Transactions on Signal Processing, Volume: 47 2 , Feb. 1999, Page(s): 332 -340. [[http://neuroimage.usc.edu/paperspdf/Rap_Music_Final.pdf|pdf]] * '''Huang ''''''MX'''''', Mosher JC, Leahy RM''', " ''A sensor-weighted overlapping-sphere head model and exhaustive head model comparison for MEG ''",Phys. Med. Biol., pp.423-440, Vol. 44, 1999, [[http://neuroimage.usc.edu/paperspdf/PMB99.pdf|pdf]] * '''Mosher JC, Leahy RM''', " ''Recursive MUSIC: A framework for EEG and MEG source localization ''", IEEE Transactions on Biomedical Engineering, Volume: 45 11 , Nov. 1998 , Page(s): 1342 -1354. [[http://neuroimage.usc.edu/paperspdf/IEEEBME98_RMUSIC.pdf|pdf]] * '''Leahy RM, Mosher JC, Spencer ME, Huang MX, Lewine JD''', " ''A study of dipole localization accuracy for MEG and EEG using a human skull phantom. Electroencephalography ''", Clinical Neurophysiology. 107(2):159-73, Aug. 1998 [[http://neuroimage.usc.edu/paperspdf/Phantom_Ver2.pdf|pdf]] * '''Mosher JC, Leahy RM, Huang MX, Spencer ME''', " ''Modeling versus Accuracy in EEG and MEG data ''", NFSI '97 in Biomedizinische Technik, Vol 42, No. 1, 1997, pp. 5-8. [[http://neuroimage.usc.edu/paperspdf/NFSI97.pdf|pdf]] * '''Phillips JW, Leahy RM, Mosher JC, Timsari B''', " ''Imaging neural activity using MEG and EEG ''", IEEE Engineering in Medicine and Biology Magazine, Volume: 16 3 , pp. 34-42, May-June 1997, [[http://neuroimage.usc.edu/paperspdf/EMBS_MAG97.pdf|pdf]] * '''Phillips JW, Leahy RM, Mosher JC''', " ''MEG-based imaging of focal neuronal current sources ''", IEEE Transactions on Medical Imaging, Volume: 16 3, pp. 338-348, June 1997 [[http://neuroimage.usc.edu/paperspdf/IEEETMI97.pdf|pdf]] * '''Phillips JW, Leahy RM, Mosher JC''', " ''Dynamic Bayesian imaging using the magnetoencephalogram ''", Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine., 18th Annual International Conference of the IEEE , Volume: 2, pp. 817-818, 1997 [[http://neuroimage.usc.edu/paperspdf/dynamic_97.pdf|pdf]] * '''Phillips J, Leahy RM, Mosher JC''', " ''Dynamic MEG Imaging of Focal Neuronal Sources ''", pp 1928-1932, Proc. IEEE Nucl. Sci. Symp. and Medical Imag. Conf., Anaheim, Nov. 1996. [[http://neuroimage.usc.edu/paperspdf/Mic96.MEG.pdf|pdf]] * '''Mosher JC, Leahy RM, Lewis PS''', " ''Matrix kernels for MEG and EEG source localization and imaging ''", Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on , Volume: 5, pp. 2943-2946, 1995 [[http://neuroimage.usc.edu/paperspdf/matrix_95.pdf|pdf]] * '''Lewis PS, Mosher JC, Leahy RM''', " ''Neuromagnetic source reconstruction ''", Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on, Volume: 5, pp. 2911-2914, 1995 [[http://neuroimage.usc.edu/paperspdf/neuromagnetic_95.pdf|pdf]] * '''Mosher JC, Leahy RM, Lewis PS''', " ''Biomagnetic localization from transient quasi-static events ''", Acoustics, Speech, and Signal Processing, 1993. ICASSP-93., 1993 IEEE International Conference on , Volume: 1, pp. 91-94, 1993 [[http://neuroimage.usc.edu/paperspdf/quasi_93.pdf|pdf]] * '''Mosher JC, Leahy RM, Lewis P''', " ''Multiple dipole modeling and localization from spatiotemporal MEG data ''", IEEE Trans. Biomed. Eng., pp 541-557, June, 1992. [[http://neuroimage.usc.edu/paperspdf/1992_biomed.pdf|pdf]] * '''Mosher JC, Spencer ME, Leahy RM, Lewis PS''', " ''Error bounds for MEG and EEG source localization ''", Signals, Systems and Computers, 1992. 1992 Conference Record of The Twenty-Sixth Asilomar Conference on , pp. 150-155, 1992, [[http://neuroimage.usc.edu/paperspdf/error_92.pdf|pdf]] |
== Reference article == Citation to include in your publications featuring Brainstorm: Tadel F, Baillet S, Mosher JC, Pantazis D, Leahy RM (2011)<<BR>>[[http://www.hindawi.com/journals/cin/2011/879716/|Brainstorm: A User-Friendly Application for MEG/EEG Analysis]]<<BR>> '''Computational Intelligence and Neuroscience''', vol. 2011, ID 879716 See also: [[CiteBrainstorm|How to cite Brainstorm]]. == Conferences & workshops == * '''SPR annual meeting''' '''2013''': October 1-6, 2013, Florence, Italy. [[WorkshopFlorence2013|Registration]] [[http://www.sprweb.org/|Conference link]] * '''HBM 2013''': June 16-21, Seattle, USA. [[WorkshopSeattle2013|Registration]] [[http://www.humanbrainmapping.org/i4a/pages/index.cfm?pageid=3511|Conference link]] * '''BioN EEG/MEG methodological school''': April 24, 2013, Moscow, Russia * '''Biomag 2012''': August 26-31, 2012. Paris, France. [[WorkshopBiomag2012|Link]] * '''Summer School in Cognitive Science''': July 11, 2012, UQAM, Montreal, Canada. [[http://www.cernec.umontreal.ca/EFC2012/EFC.html#w3|Link]]. * '''MIT MEG symposium and workshop''': April 27-28, 2012, Boston, USA. [[http://neuroimage.usc.edu/brainstorm/Training#Boston2012|Link]] * Watch lecture from [[http://video.mit.edu/watch/2012-mcgovern-institute-symposium-sylvian-baillet-11237/|Sylvain Baillet]] @ the MIT's MEG Symposium * '''Canada MEG Consortium worshop''': Nov 17-19, 2011. Montreal, Canada. [[http://neuroimage.usc.edu/brainstorm/Training#MNI2011|Link]] * '''HBM 2011''': June 26-30, 2011. Quebec City, Canada. * '''Biomag 2010''': March 28 - April 1, 2010. Dubrovnik, Croatia. * '''HBM 2010''': June 6 - June 10, 2010. Barcelona, Spain. * '''MEG & language workshop''': Tadel F. October 2009. Neurospin, Paris, France. [[attachment:091009_bst_meglang.ppt|Slides]]. * '''HBM 2009''': Baillet S, Tadel F. June 2009. San Francisco, USA. * '''MATLAB and biotechnologies seminar''': Baillet S, Tadel F. October 2008. Paris, France. * '''HBM 2008''': Baillet S, Tadel F. June 2008. Melbourne, Australia. == Publications from Brainstorm users == {{attachment:publications.png}} === Videos === * Balderston NL, Schultz DH, Baillet S, Helmstetter FJ<<BR>>[[http://www.jove.com/video/50212/how-to-detect-amygdala-activity-with-magnetoencephalography-using?status=a52218k|How to Detect Amygdala Activity with Magnetoencephalography using Source Imaging]] from J Vis Exp. (2013) Jun 3;(76). doi: 10.3791/50212. === 2013 === 1. Attal Y, Schwartz D<<BR>>[[http://www.plosone.org/article/info:doi/10.1371/journal.pone.0059856|Assessment of Subcortical Source Localization Using Deep Brain Activity Imaging Model with Minimum Norm Operators: A MEG Study]]<<BR>>'''PLoS one''', 8(3):e59856 1. Balderston NL, Schultz DH, Baillet S, Helmstetter FJ<<BR>>[[http://www.jove.com/video/50212/how-to-detect-amygdala-activity-with-magnetoencephalography-using?status=a52218k|How to Detect Amygdala Activity with Magnetoencephalography using Source Imaging]]<<BR>>'''J Visualized Experiments''', 76 1. Bathelt J, O'Reilly H, Clayden JD, Cross JH, de Haan M<<BR>>[[http://www.sciencedirect.com/science/article/pii/S1053811913006381|Functional brain network organisation of children between 2 and 5 years derived from reconstructed activity of cortical sources of high-density EEG recordings]]<<BR>>'''Neuroimage''', Epub S1053-8119(13)00638-1 1. Charles L, Van Opstal F, Marti S, Dehaene S<<BR>>[[http://www.sciencedirect.com/science/article/pii/S1053811913001018|Distinct brain mechanisms for conscious versus subliminal error detection]]<<BR>>'''Neuroimage''', 73:80-94 1. Chavez M, De Vico Fallani F, Valencia M, Artieda J, Mattia D, Latora V, Babiloni F<<BR>>[[http://link.springer.com/article/10.1007/s12021-013-9185-2|Node Accessibility in Cortical Networks During Motor Tasks]]<<BR>>'''Neuroinformatics''', Epub 2013 May 28 1. Cheng CH, Baillet S, Hsiao FJ, Lin YY<<BR>>[[http://www.sciencedirect.com/science/article/pii/S0304394013002577|Effects of aging on neuromagnetic mismatch responses to pitch changes]]<<BR>>'''Neuroscience Letters''', 544:20-4 1. Chennu S, Noreika V, Gueorguiev D, Blenkmann A, Kochen S, Ibáñez A, Owen AM, Bekinschtein TA<<BR>>[[http://owenlab.org/wp-content/uploads/2013/07/2013-Chennu-JON-Expectation_and_attention_in_hierarchical_auditory_prediction.pdf|Expectation and Attention in Hierarchical Auditory Prediction]]<<BR>>'''J Neurosci''', 33(27):11194-11205 1. Chowdhury RA, Lina JM, Kobayashi E, Grova C<<BR>>[[http://www.plosone.org/article/info:doi/10.1371/journal.pone.0055969|MEG Source Localization of Spatially Extended Generators of Epileptic Activity: Comparing Entropic and Hierarchical Bayesian Approaches]]<<BR>>'''PloS one''', 8(2):e55969 1. Clarke A, Taylor KI, Devereux B, Randall B, Tyler LK<<BR>>[[http://www.ncbi.nlm.nih.gov/pubmed/22275484|From Perception to Conception: How Meaningful Objects Are Processed over Time]]<<BR>>'''Cerebral Cortex''', 23(1):187-197 (also using SPM) 1. Clerc M, Papadopoulo T, Bénar C<<BR>>[[http://link.springer.com/chapter/10.1007/978-3-642-31208-3_7|Single-Trial Analysis of Bioelectromagnetic Signals: The Quest for Hidden Information]]<<BR>>'''Modeling in Computational Biology and Biomedicine''', pp 237-259 1. Cohen MX, Ridderinkhof KR<<BR>>[[http://dx.plos.org/10.1371/journal.pone.0057293|EEG Source Reconstruction Reveals Frontal-Parietal Dynamics of Spatial Conflict Processing]]<<BR>>'''PloS one''', 8(2):e57293 1. Darvas F, Rao RP, Murias M<<BR>>[[http://www.ncbi.nlm.nih.gov/pubmed/23733096|Localized high gamma motor oscillations respond to perceived biologic motion]]<<BR>>'''J Clin Neurophysiol''', 30(3):299-307 1. Dumas T, Dubal S, Attal Y, Chupin M, Jouvent R<<BR>>[[http://www.plosone.org/article/info:doi/10.1371/journal.pone.0074145|MEG Evidence for Dynamic Amygdala Modulations by Gaze and Facial Emotions]]<<BR>>'''PLoS ONE''', 8(9): e74145 1. Fasoula A, Attal Y, Schwartz D<<BR>>[[http://dx.doi.org/10.1016/j.jneumeth.2013.02.021|Comparative performance evaluation of data-driven causality measures applied to brain networks]]<<BR>>'''J Neuroscience Methods''', 215(2):170-89 1. Ferradal SL, Eggebrecht AT, Hassanpour M, Snyder AZ, Culver JP<<BR>>[[http://www.sciencedirect.com/science/article/pii/S1053811913003224|Atlas-based head modeling and spatial normalization for high-density diffuse optical tomography: in vivo validation against fMRI]]<<BR>>'''Neuroimage''', Epub S1053-8119(13)00322-4 1. Files BT, Auer ET Jr, Bernstein LE<<BR>>[[http://www.ncbi.nlm.nih.gov/pubmed/23882205|The visual mismatch negativity elicited with visual speech stimuli]]<<BR>>'''Front Hum Neurosci''', 7:371 1. García-Pacios J, Gutiérrez R, Solesio E, Moratti S, Ruiz-Vargas JM, López-Frutos JM, Maestú F<<BR>>[[http://www.sciencedirect.com/science/article/pii/S1064748112001182|Early Prefrontal Activation As a Mechanism to Prevent Forgetting in the Context of Interference]]<<BR>>'''The American Journal of Geriatric Psychiatry''', 21(6):580-8 1. Hata M, Homae F, Hagiwara H<<BR>>[[http://www.ncbi.nlm.nih.gov/pubmed/23426108|Semantic categories and contexts of written words affect the early ERP component]]<<BR>>'''Neuroreport''', 24(6):292-7 1. Homa L, Calvetti D, Hoover A, Somersalo E<<BR>>[[http://epubs.siam.org/doi/abs/10.1137/120889903|Bayesian Preconditioned CGLS for Source Separation in MEG Time Series]]<<BR>>'''SIAM Journal on Scientific Computing''', 35(3):B778–B798 1. Hsiao FJ, Cheng CH, Chen WT, Lin YY<<BR>>[[http://www.sciencedirect.com/science/article/pii/S1053811913000888|Neural correlates of somatosensory paired-pulse suppression: A MEG study using distributed source modeling and dynamic spectral power analysis]]<<BR>>'''Neuroimage''', 72(15):133-142 1. Hsiao FJ, Wang YJ, Yan SH, Chen WT, Lin YY<<BR>>[[http://www.plosone.org/article/info:doi/10.1371/journal.pone.0068792|Altered default mode network connectivity in older adults with cognitive complaints and amnestic mild cognitive impairment]]<<BR>>'''PLoS ONE''' 1. Jausovec N, Jausovec K<<BR>>[[http://www.sciencedirect.com/science/article/pii/S030105111300238X|Increasing working memory capacity with theta transcranial alternating current stimulation (tACS)]]<<BR>>'''Biol Psychol''', 2013 Nov 27 1. Khan S, Cohen D<<BR>>[[http://rsi.aip.org/resource/1/rsinak/v84/i5/p056101_s1|Note: Magnetic noise from the inner wall of a magnetically shielded room]]<<BR>>'''Review of Scientific Instruments''', 84:056101 1. Khan S, Gramfort A, Shetty NR, Kitzbichler MG, Ganesan S, Moran JM, Lee SM, Gabrieli JD, Tager-Flusberg HB, Joseph RM, Herbert MR, Hämäläinen MS, Kenet T<<BR>>[[http://www.pnas.org/content/early/2013/01/09/1214533110.short|Local and long-range functional connectivity is reduced in concert in autism spectrum disorders]]<<BR>>'''PNAS''', 110(8):3107-12 1. Klados MA, Kanatsouli K, Antoniou I, Babiloni F, Tsirka V, Bamidis PD, Micheloyannis S<<BR>>[[http://www.plosone.org/article/info:doi/10.1371/journal.pone.0071800|A Graph Theoretical Approach to Study the Organization of the Cortical Networks during Different Mathematical Tasks]]<<BR>>'''PLoS One''', 8(8):e71800 1. Kundu B, Sutterer DW, Emrich SM, Postle BR<<BR>>[[http://www.jneurosci.org/content/33/20/8705.short|Strengthened Effective Connectivity Underlies Transfer of Working Memory Training to Tests of Short-Term Memory and Attention]]<<BR>>'''J Neuroscience''', 33(20) 1. Liebenthal E, Sabri M, Beardsley SA, Mangalathu-Arumana J, Desai A<<BR>>[[http://www.jneurosci.org/content/33/39/15414.abstract|Neural Dynamics of Phonological Processing in the Dorsal Auditory Stream]]<<BR>>'''J Neuroscience''', 33(39): 15414-15424 1. Kowalczyk L, Bajera A, Goszczynska H, Zalewska E, Krolicki L<<BR>>[[http://www.sciencedirect.com/science/article/pii/S0208521613000351|Integration of EEG and SPECT data acquired from simultaneous examinations]]<<BR>>'''Biocybernetics and Biomedical Engineering''' (in press) 1. !McIntosh AR, Vakorin V, Kovacevic N, Wang H, Diaconescu A, Protzner AB<<BR>>[[http://cercor.oxfordjournals.org/content/early/2013/02/07/cercor.bht030.long|Spatiotemporal Dependency of Age-Related Changes in Brain Signal Variability]]<<BR>>'''Cereb Cortex''', Epub 2013 Feb 8 1. Machado S, Arias-Carrión O, Paes F, Ribeiro P, Cagy M, Piedade R, Ferreira Almada L, Anghinah R, Basile L, Moro MF, Orsini M, Guilherme Silva J, Cardoso Silva A, Nardi AE<<BR>>[[http://www.benthamscience.com/open/cpemh/articles/V009/196CPEMH.pdf|Changes in Cortical Activity During Real and Imagined Movements: an ERP Study]]<<BR>>Clinical Practice and Epidemiology in Mental Health, 9:196-201 1. Mento G, Tarantino V, Sarlo M, Bisiacchi PS<<BR>>[[http://doi:10.1371/journal.pone.0062896|Automatic Temporal Expectancy: A High-Density Event-Related Potential Study]]<<BR>>'''PLoS ONE''' 8(5): e62896 1. Ofner P, Müller-Putz GR<<BR>>[[http://www.degruyter.com/view/j/bmte.2013.58.issue-s1-S/bmt-2013-4432/bmt-2013-4432.xml|Time-Domain Correlations of Imagined Arm Positions with Brain Sources]]<<BR>>'''Biomedical Engineering''' 1. Oh H, Gentili RJ, Costanzo ME, Goodman RN, Lo JC, Rietschel JC, Saffer M, Hatfield BD<<BR>>[[http://link.springer.com/chapter/10.1007/978-3-642-39454-6_38|Understanding Brain Connectivity Patterns during Motor Performance under Social-Evaluative Competitive Pressure]]<<BR>>'''in Foundations of Augmented Cognition''' 1. Papadelis C, Harini C, Ahtam B, Doshi C, Grant H, Okada Y<<BR>>[[http://iospress.metapress.com/content/b54821u514709328/|Current and emerging potential for magnetoencephalography in pediatric epilepsy]]<<BR>>'''Journal of Pediatric Epilepsy''', 2(1) 1. Paradis AL, Morel S, Series P, Lorenceau J<<BR>>[[http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3525934/|Speeding up the brain: when spatial facilitation translates into latency shortening]]<<BR>>'''Front Hum Neurosci''', 6:330 1. Ravan M, Reilly JP, Hasey G<<BR>>[[https://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6609076|Minimum variance brain source localization for short data sequences]]<<BR>>'''IEEE Trans Biomed Eng''', in press 1. Saeidias L, Ahmad T, Alias N, Ghanbari M<<BR>>[[http://mjfas.ibnusina.utm.my/index.php/jfs/article/view/428|Comparison of EEG Source Localization using Meromorphic approximation to Fuzzy C-mean]]<<BR>>Malaysian Journal of Fundamental and Applied Sciences, 9(4) 1. Sanei S<<BR>>[[http://onlinelibrary.wiley.com/doi/10.1002/9781118622162.ch14/summary|EEG and MEG Source Localization]]<<BR>>'''in Adaptive Processing of Brain Signals''', John Wiley & Sons, Ltd, Oxford, UK 1. Seeber M, Scherer R, Wagner J, Müller-Putz GR<<BR>>[[http://www.ncbi.nlm.nih.gov/pubmed/24043193|Spatial-Spectral Identification Of Μ And Β Eeg Rhythm Sourcrs During Robot-Assisted Walking]]<<BR>>'''Biomedical Engineering''' 1. Simanski O, Sievert A, Janda M, Bajorat J<<BR>>[[http://www.ncbi.nlm.nih.gov/pubmed/24043206|Current Developments in Automatic Drug Delivery in Anesthesia]]<<BR>>'''Biomedical Engineering''' 1. Subramaniyam NP, Peltola J, Tanskanen, JMA, Wendel-Mitoraj K, Hyttinen J, Malmivuo J<<BR>>[[http://link.springer.com/chapter/10.1007/978-3-642-34197-7_7?LI=true#|Source Localization Based on Ictal Electroencephalographic Recordings]]<<BR>>'''IFMBE Proceedings''', 38:26-30 1. Tesche C, Stone D<<BR>>[[http://www.sciencedirect.com/science/article/pii/S1388245713005208|Global/local attention: Effects of tDCS on brain dynamics]]<<BR>>'''Clinical Neurophysiology''', 124(10):e130-e131 1. Vecchiato G, Cherubino P, Trettel A, Babiloni F<<BR>>[[http://link.springer.com/chapter/10.1007/978-3-642-38064-8_4#page-1|Cortical Correlates of Cognitive and Emotional Processes]]<<BR>>'''Biosystems & Biorobotics''', 3:45-62 1. 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George N, Conty L<<BR>>"Facing the gaze of others,"<<BR>>'''Neurophysiol Clin''', 38(3):197-207 1. Grova C, Daunizeau J, Kobayashi E, Bagshaw AP, Lina JM, Dubeau F, Gotman J<<BR>>"Concordance between distributed EEG source localization and simultaneous EEG-fMRI studies of epileptic spikes,"<<BR>>'''Neuroimage''', 39(2):755-774 1. Izard V, Dehaene-Lambertz G, Dehaene S<<BR>>"Distinct cerebral pathways for object identity and number in human infants,"<<BR>>'''PLoS Biol''', 6(2):e11 1. Rudrauf D, David O, Lachaux JP, Kovach CK, Martinerie J, Renault B, Damasio A<<BR>>"Rapid Interactions between the Ventral Visual Stream and Emotion-Related Structures Rely on a Two-Pathway Architecture,"<<BR>>'''J Neurosci''', 28(11):2793-2803 1. Senot P, Baillet S, Renault B, Berthoz A<<BR>>"Cortical dynamics of anticipatory mechanisms in interception: a neuromagnetic study,"<<BR>>'''J Cogn Neurosci''', 20(10):1827-38 1. Spyrou L, Sanei S<<BR>>"Source localization of event-related potentials incorporating spatial notch filters,"<<BR>>'''IEEE '''Trans Biomed Eng, 55(9):2232-9 1. Stoitsis J, Giannakakis GA, Papageorgiou C, Nikita KS, Rabavilas A, Anagnostopoulos D, "Evidence of a posterior cingulate involvement (Brodmann area 31) in dyslexia: a study based on source localization algorithm of event-related potentials,"<<BR>>'''Prog Neuropsychopharmacol Biol Psychiatry''', 32(3):733-8 1. Van Gaal S, Ridderinkhof R, Fahrenfort JF, Scholte HS, Lamme VAF<<BR>>"Frontal Cortex Mediates Unconsciously Triggered Inhibitory Control,"<<BR>>'''J Neurosci''', 28(32):8053-8062 === 2007 === 1. Attal Y, Bhattacharjee M, Yelnik J, Cottereau B, Lefèvre J, Okada Y, Bardinet E, Chupin M, Baillet S<<BR>>"Modeling and detecting deep brain activity with MEG & EEG,"<<BR>>'''Conf Proc''' '''IEEE '''Eng Med Biol Soc, 2007:4937-40. 1. Conty L, N'Diaye K, Tijus C, George N<<BR>>"When eye creates the contact! ERP evidence for early dissociation between direct and averted gaze motion processing,"<<BR>>'''Neuropsychologia''', 45:3024-3037 1. Cottereau B, Jerbi K, Baillet S<<BR>>"Multiresolution imaging of MEG cortical sources using an explicit piecewise model,"<<BR>>'''Neuroimage''', 38(3):439-51 1. Del Cul A, Baillet S, Dehaene S<<BR>>"Brain dynamics underlying the nonlinear threshold for access to consciousnes,"<<BR>>'''PLoS Biology''', 5(10):e260 1. Dossevi A, Garnero L, Ammari H<<BR>>"Geodesic and functional K-means algorithms. A bounding and multistart procedure to recover functional networks from MEG/EEG recordings,"<<BR>>'''IJBEM''', 9(4):223-32 1. Gramfort A, Cottereau B, Clerc M, Thirion B, Baillet S<<BR>>"Challenging the estimation of cortical activity from MEG with simulated fMRI-constrained retinotopic maps,"<<BR>>'''Conf Proc IEEE '''Eng Med Biol Soc, 2007:4945-8 1. Henson RN, Mattout J, Singh KD, Barnes GR, Hillebrand A, Friston K<<BR>>"Population-level inferences for distributed MEG source localization under multiple constraints: Application to face-evoked fields,"<<BR>>'''Neuroimage''', 38(3):422-438 1. Jerbi K, Lachaux JP, N'Diaye K, Pantazis D, Leahy RM, Garnero L, Baillet S<<BR>>"Coherent neural representation of hand speed in humans revealed by MEG imaging,"<<BR>>'''PNAS''', 104(18):7676-7681 1. Stenroos M, Mantynen V, Nenonen J<<BR>>"A Matlab library for solving quasi-static volume conduction problems using the boundary element method"<<BR>>'''Comput Methods Programs Biomed''', 88(3):256-63 1. Nara T, Oohama J, Hashimoto M, Takeda T, Ando S<<BR>>"Direct reconstruction algorithm of current dipoles for vector magnetoencephalography and electroencephalography,"<<BR>>'''Phys Med Biol''', 52(13):3859-79 1. Weisend MP, Hanlon FM, Montano R, Ahlfors SP, Leuthold AC, Pantazis D, Mosher JC, Georgopoulos AP, Hamalainen MS, Aine CJ<<BR>>"Paving the Way for Cross-site Pooling of Magnetoencephalography (MEG) Data,"<<BR>>International Congress Series, 1300:615--618 === 2006 === 1. Daunizeau J, Mattout J, Clonda D, Goulard B, Benali H, Lina, JM<<BR>>"Bayesian spatio-temporal approach for EEG source reconstruction: conciliating ECD and distributed models", '''IEEE '''Transactions on Biomedical Engineering, 53(3):503-516 1. David O, Kiebel SJ, Harrison LM, Mattout J, Kilner JM, Friston KJ <<BR>>"Dynamic causal modeling of evoked responses in EEG and MEG," '''Neuroimage''', 30(4):1255-72 1. Friston K, Henson K, Phillips C, Mattout J<<BR>>"Bayesian Estimation of Evoked and Induced Responses,"''' Hum Brain Mapp''', 27(9):722–735 1. Grova C, Daunizeau J, Lina JM<<BR>>"Evaluation of EEG localization methods using realistic simulations of interictal spikes", '''Neuroimage''', 29(3):734-753 1. Le Van Quyen M, Amor F, Rudrauf D<<BR>>"Exploring the dynamics of collective synchronizations in large ensembles of brain signals," '''J Physiol Paris''', 100(4):194-200 === 2005 === * Sergent C, Baillet S, Dehaene S<<BR>>"Timing of the brain events underlying access to consciousness during the attentional blink," '''Nat Neurosci''', 8(10):1391-1400 * Amor F, Rudrauf D, Navarro V<<BR>>"Imaging brain synchrony at high spatio-temporal resolution: application to MEG signals during absence seizures," '''Signal Processing''', 85(11):2101-11 * N'diaye K, Pfeuty M, Ragot R<<BR>>"Parsing the temporal evolution of brain activity in duration discrimination with electro- and magneto-encephalography," '''J Cog Neurosci''', 46-46 Suppl. S 2005 === 2004 === * N'Diaye K, Ragot R, Garnero L<<BR>>"What is common to brain activity evoked by the perception of visual and auditory filled durations? A study with MEG and EEG co-recordings," '''Cogn Brain Res''', ''' '''21(2):250-268 == Publications on Brainstorm's code == === 2011 === * Tadel F, Baillet S, Mosher JC, Pantazis D, Leahy RM (2011)<<BR>>"Brainstorm: A user friendly application for MEG/EEG analysis," Comput Intell Neurosci, vol. 2011, Article ID 879716, 13 pages, 2011. doi:10.1155/2011/879716'' [ [[http://www.hindawi.com/journals/cin/2011/879716/|html]], [[http://downloads.hindawi.com/journals/cin/2011/879716.pdf|pdf]] ] '' === 2000-2010 === * Hamalainen MS, Lin FH, Mosher JC (2010)<<BR>>“Anatomically and functionally constrained minimum-norm estimates,” in MEG: An Introduction to Methods, Hansen PC, Kringelbach ML, Salmelin R, Eds. Oxford: Oxford University Press. * Lefèvre J, Baillet S (2009)<<BR>>"Optical flow approaches to the identification of brain dynamics", Hum Brain Mapp, 30(6):1887-1897 * Soto JLP, Pantazis D, Jerbi K, Lachaux JP, Garnero L, Leahy RM (2009)<<BR>>"Detection of Event-Related Modulations of Oscillatory Brain Activity with Multivariate Statistical Analysis of MEG Data," Hum Brain Mapp, 30(6):1922-1934 * Pantazis D, Nichols TE, Baillet S, Leahy RM (2005)<<BR>>"A Comparison of Random Field Theory and Permutation Methods for the Statistical Analysis of MEG data", Neuroimage, 25(2):355-68 * Darvas F, Rautiainen M, Pantazis D, Benali H, Baillet S, Mosher JC, Garnero L, Leahy RM (2005)<<BR>>"Investigations of dipole localization accuracy in MEG using the bootstrap", Neuroimage, 25(2):383-394 * Jerbi K, Baillet S, Mosher JC, Nolte G, Garnero L, Leahy RM (2004)<<BR>>“Localization of Realistic Cortical Activity in MEG using Current Multipoles,” Neuroimage, 22(2):779-93 * Ossadtchi A, Baillet A, Mosher JC, Thyerlei D, Sutherling W, Leahy RM (2004)<<BR>>"Automated Interictal Spike Detection and Source Localization in MEG using ICA and Spatio-Temporal Clustering," Clinic Neurophy, 115(3):508-22 * Pantazis D, Nichols TS, Baillet S, Leahy RM (2003)<<BR>>"Spatiotemporal Localization of Significant Activation in MEG using Permutation Tests," Inf Process Med Imaging, 18:512-23 * Jerbi K, Mosher JC, Baillet S, Leahy RM (2002)<<BR>>"On MEG Forward Modelling using Multipolar Expansions," Phys Med Biol, 47(4):523-55 * Baillet S, Mosher JC, Leahy RM (2001)<<BR>>"Electromagnetic Brain Mapping," IEEE Signal Processing Magazine, 18(6):14-30'' [[http://neuroimage.usc.edu/paperspdf/BailletMosherLeahy_IEEESPMAG_Nov2001.pdf|pdf]] '' * Ermer JJ, Mosher JC, Baillet S, Leahy RM (2001)<<BR>>"Rapidly recomputable EEG forward models for realistic head shapes," Phys Med Biol, 46(4):1265-1281'' [[http://neuroimage.usc.edu/paperspdf/rapid_01.pdf|pdf]] '' * Ermer JJ, Mosher JC, Huang MX, Leahy RM (2000)<<BR>>"Paired MEG data set source localization using recursively applied and projected (RAP) MUSIC," IEEE Trans Biomed Eng, 47(9):1248-60'' [[http://neuroimage.usc.edu/paperspdf/RAP_00.pdf|pdf]] '' * Mosher JC, Baillet S, Jerbi K, Leahy RM (2000)<<BR>>"MEG multipolar modeling of distributed sources using RAP-MUSIC," Signals, Systems and Computers 2000, Conference Record of the Thirty-Fourth Asilomar Conference, 1:318-322'' [[http://neuroimage.usc.edu/paperspdf/MEG_00.pdf|pdf]] '' === 1990-2000 === * Mosher JC, Baillet S, Leahy RM (1999)<<BR>>"EEG Source Localization and Imaging Using Multiple Signal Classification Approaches," J Clin Neurophysiol, 16(3):225-38 * Mosher JC, Leahy RM, Shattuck DW, Baillet S (1999)<<BR>>"MEG Source Imaging using Multipolar Expansions," In 16th Conference on Information Processing in Medical Imaging, LCNS, pp. 15–28''[[http://neuroimage.usc.edu/paperspdf/IPMI99.pdf|pdf]] '' * Mosher JC, Leahy RM, Lewis PS (1999)<<BR>>"EEG and MEG: forward solutions for inverse methods," IEEE Trans Biomed Eng, 46(3):245-59'' [[http://neuroimage.usc.edu/paperspdf/IEEEBME99.pdf|pdf]] '' * Mosher JC, Leahy RM (1999)<<BR>>"Source localization using recursively applied and projected (RAP) MUSIC," IEEE Trans Biomed Eng, 47(9):1248-60'' [[http://neuroimage.usc.edu/paperspdf/Rap_Music_Final.pdf|pdf]] '' * ''Huang MX, Mosher JC, Leahy RM (1999)<<BR>>"A sensor-weighted overlapping-sphere head model and exhaustive head model comparison for MEG'',''" ''Phys Med Biol'', 44:423-440 [[http://neuroimage.usc.edu/paperspdf/PMB99.pdf|pdf]] '' * Mosher JC, Leahy RM (1998)<<BR>>"Recursive MUSIC: A framework for EEG and MEG source localization," IEEE Trans Biomed Eng, 45(11):1342 -54'' [[http://neuroimage.usc.edu/paperspdf/IEEEBME98_RMUSIC.pdf|pdf]] '' * Leahy RM, Mosher JC, Spencer ME, Huang MX, Lewine JD (1998)<<BR>>"A study of dipole localization accuracy for MEG and EEG using a human skull phantom. Electroencephalography," Clin Neurophysiol, 107(2):159-73'' [[http://neuroimage.usc.edu/paperspdf/Phantom_Ver2.pdf|pdf]] '' * Mosher JC, Leahy RM, Huang MX, Spencer ME (1997)<<BR>>"Modeling versus Accuracy in EEG and MEG data," NFSI '97 in Biomedizinische Technik, 42(1):5-8'' [[http://neuroimage.usc.edu/paperspdf/NFSI97.pdf|pdf]] '' * Phillips JW, Leahy RM, Mosher JC, Timsari B (1997)<<BR>>"Imaging neural activity using MEG and EEG," IEEE Eng Med Biol Mag, 16(3):34-42'' [[http://neuroimage.usc.edu/paperspdf/EMBS_MAG97.pdf|pdf]] '' * Phillips JW, Leahy RM, Mosher JC (1997)<<BR>>"MEG-based imaging of focal neuronal current sources," IEEE Trans Med Imaging, 16(3):338-48''[[http://neuroimage.usc.edu/paperspdf/IEEETMI97.pdf|pdf]] '' * Phillips JW, Leahy RM, Mosher JC (1996)<<BR>>"Dynamic Bayesian imaging using the magnetoencephalogram," Engineering in Medicine and Biology Society, 18th Annual International Conference of the IEEE, 2: 817-18''[[http://neuroimage.usc.edu/paperspdf/dynamic_97.pdf|pdf]] '' * Phillips J, Leahy RM, Mosher JC (1996)<<BR>>"Dynamic MEG Imaging of Focal Neuronal Sources," Proc IEEE Nucl Sci Symp and Medical Imag Conf, 1928-32. ''[[http://neuroimage.usc.edu/paperspdf/Mic96.MEG.pdf|pdf]] '' * Mosher JC, Leahy RM, Lewis PS (1995)<<BR>>"Matrix kernels for MEG and EEG source localization and imaging," Acoustics, Speech, and Signal Processing, ICASSP-95, 5:2943-6''[[http://neuroimage.usc.edu/paperspdf/matrix_95.pdf|pdf]] '' * Lewis PS, Mosher JC, Leahy RM (1995)<<BR>>"Neuromagnetic source reconstruction," Acoustics, Speech, and Signal Processing, ICASSP-95, 5:2911-4''[[http://neuroimage.usc.edu/paperspdf/neuromagnetic_95.pdf|pdf]] '' * Mosher JC, Leahy RM, Lewis PS (1993)<<BR>>"Biomagnetic localization from transient quasi-static events," Acoustics, Speech, and Signal Processing, ICASSP-93, 1:91-4'' [[http://neuroimage.usc.edu/paperspdf/quasi_93.pdf|pdf]] '' * Mosher JC, Leahy RM, Lewis P (1992)<<BR>>"Multiple dipole modeling and localization from spatiotemporal MEG data," IEEE Trans Biomed Eng, 541-57 ''[[http://neuroimage.usc.edu/paperspdf/1992_biomed.pdf|pdf]] '' * Mosher JC, Spencer ME, Leahy RM, Lewis PS (1992)<<BR>>"Error bounds for MEG and EEG source localization," Signals, Systems and Computers, 1992, Conference Record of The Twenty-Sixth Asilomar Conference, 150-5'' [[http://neuroimage.usc.edu/paperspdf/error_92.pdf|pdf]] '' == Other == * Brainstorm has been cited as one of the 50 successful open-source projects that are changing medicine [#22] (2011)'' [[http://nursingassistantguides.com/2009/50-successful-open-source-projects-that-are-changing-medicine/|link]]. '' * Computer world: Open source medicine puts health above profits (2012). [[http://news.idg.no/cw/art.cfm?id=C9F47100-94DE-71C3-1117EA798B9CC965|Link]] == References == Useful, mostly technical, background reading: [1] S Baillet, JC Mosher, and RM Leahy, "Electromagnetic brain mapping," IEEE Signal processing magazine, vol. 18, pp. 14-30, 2001. [2] M Huang, J Mosher, and R Leahy, "A sensor-weighted overlapping-sphere head model and exhaustive head model comparison for MEG," Phys. Med. Biol., vol. 44, no. 2, pp. 423–440, 1999. [3] F Darvas, JJ Ermer, JC Mosher, and Leahy RM, "Generic head models for atlas-based EEG source analysis," Human Brain Mapping, vol. 27, no. 2, pp. 129-143, 2006. [4] JC Mosher, RM Leahy and P Lewis , "Multiple dipole modeling and localization from spatiotemporal MEG data, "IEEE Trans. Biomed. Eng., vol. 39, no. 5, pp. 541-557, June 1992. 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Publications
Reference article
Citation to include in your publications featuring Brainstorm:
Tadel F, Baillet S, Mosher JC, Pantazis D, Leahy RM (2011)
Brainstorm: A User-Friendly Application for MEG/EEG Analysis
Computational Intelligence and Neuroscience, vol. 2011, ID 879716
See also: How to cite Brainstorm.
Conferences & workshops
SPR annual meeting 2013: October 1-6, 2013, Florence, Italy. Registration Conference link
HBM 2013: June 16-21, Seattle, USA. Registration Conference link
BioN EEG/MEG methodological school: April 24, 2013, Moscow, Russia
Biomag 2012: August 26-31, 2012. Paris, France. Link
Summer School in Cognitive Science: July 11, 2012, UQAM, Montreal, Canada. Link.
MIT MEG symposium and workshop: April 27-28, 2012, Boston, USA. Link
Watch lecture from Sylvain Baillet @ the MIT's MEG Symposium
Canada MEG Consortium worshop: Nov 17-19, 2011. Montreal, Canada. Link
HBM 2011: June 26-30, 2011. Quebec City, Canada.
Biomag 2010: March 28 - April 1, 2010. Dubrovnik, Croatia.
HBM 2010: June 6 - June 10, 2010. Barcelona, Spain.
MEG & language workshop: Tadel F. October 2009. Neurospin, Paris, France. Slides.
HBM 2009: Baillet S, Tadel F. June 2009. San Francisco, USA.
MATLAB and biotechnologies seminar: Baillet S, Tadel F. October 2008. Paris, France.
HBM 2008: Baillet S, Tadel F. June 2008. Melbourne, Australia.
Publications from Brainstorm users
Videos
Balderston NL, Schultz DH, Baillet S, Helmstetter FJ
How to Detect Amygdala Activity with Magnetoencephalography using Source Imaging from J Vis Exp. (2013) Jun 3;(76). doi: 10.3791/50212.
2013
Attal Y, Schwartz D
Assessment of Subcortical Source Localization Using Deep Brain Activity Imaging Model with Minimum Norm Operators: A MEG Study
PLoS one, 8(3):e59856Balderston NL, Schultz DH, Baillet S, Helmstetter FJ
How to Detect Amygdala Activity with Magnetoencephalography using Source Imaging
J Visualized Experiments, 76Bathelt J, O'Reilly H, Clayden JD, Cross JH, de Haan M
Functional brain network organisation of children between 2 and 5 years derived from reconstructed activity of cortical sources of high-density EEG recordings
Neuroimage, Epub S1053-8119(13)00638-1Charles L, Van Opstal F, Marti S, Dehaene S
Distinct brain mechanisms for conscious versus subliminal error detection
Neuroimage, 73:80-94Chavez M, De Vico Fallani F, Valencia M, Artieda J, Mattia D, Latora V, Babiloni F
Node Accessibility in Cortical Networks During Motor Tasks
Neuroinformatics, Epub 2013 May 28Cheng CH, Baillet S, Hsiao FJ, Lin YY
Effects of aging on neuromagnetic mismatch responses to pitch changes
Neuroscience Letters, 544:20-4Chennu S, Noreika V, Gueorguiev D, Blenkmann A, Kochen S, Ibáñez A, Owen AM, Bekinschtein TA
Expectation and Attention in Hierarchical Auditory Prediction
J Neurosci, 33(27):11194-11205Chowdhury RA, Lina JM, Kobayashi E, Grova C
MEG Source Localization of Spatially Extended Generators of Epileptic Activity: Comparing Entropic and Hierarchical Bayesian Approaches
PloS one, 8(2):e55969Clarke A, Taylor KI, Devereux B, Randall B, Tyler LK
From Perception to Conception: How Meaningful Objects Are Processed over Time
Cerebral Cortex, 23(1):187-197 (also using SPM)Clerc M, Papadopoulo T, Bénar C
Single-Trial Analysis of Bioelectromagnetic Signals: The Quest for Hidden Information
Modeling in Computational Biology and Biomedicine, pp 237-259Cohen MX, Ridderinkhof KR
EEG Source Reconstruction Reveals Frontal-Parietal Dynamics of Spatial Conflict Processing
PloS one, 8(2):e57293Darvas F, Rao RP, Murias M
Localized high gamma motor oscillations respond to perceived biologic motion
J Clin Neurophysiol, 30(3):299-307Dumas T, Dubal S, Attal Y, Chupin M, Jouvent R
MEG Evidence for Dynamic Amygdala Modulations by Gaze and Facial Emotions
PLoS ONE, 8(9): e74145Fasoula A, Attal Y, Schwartz D
Comparative performance evaluation of data-driven causality measures applied to brain networks
J Neuroscience Methods, 215(2):170-89Ferradal SL, Eggebrecht AT, Hassanpour M, Snyder AZ, Culver JP
Atlas-based head modeling and spatial normalization for high-density diffuse optical tomography: in vivo validation against fMRI
Neuroimage, Epub S1053-8119(13)00322-4Files BT, Auer ET Jr, Bernstein LE
The visual mismatch negativity elicited with visual speech stimuli
Front Hum Neurosci, 7:371García-Pacios J, Gutiérrez R, Solesio E, Moratti S, Ruiz-Vargas JM, López-Frutos JM, Maestú F
Early Prefrontal Activation As a Mechanism to Prevent Forgetting in the Context of Interference
The American Journal of Geriatric Psychiatry, 21(6):580-8Hata M, Homae F, Hagiwara H
Semantic categories and contexts of written words affect the early ERP component
Neuroreport, 24(6):292-7Homa L, Calvetti D, Hoover A, Somersalo E
Bayesian Preconditioned CGLS for Source Separation in MEG Time Series
SIAM Journal on Scientific Computing, 35(3):B778–B798Hsiao FJ, Cheng CH, Chen WT, Lin YY
Neural correlates of somatosensory paired-pulse suppression: A MEG study using distributed source modeling and dynamic spectral power analysis
Neuroimage, 72(15):133-142Hsiao FJ, Wang YJ, Yan SH, Chen WT, Lin YY
Altered default mode network connectivity in older adults with cognitive complaints and amnestic mild cognitive impairment
PLoS ONEJausovec N, Jausovec K
Increasing working memory capacity with theta transcranial alternating current stimulation (tACS)
Biol Psychol, 2013 Nov 27Khan S, Cohen D
Note: Magnetic noise from the inner wall of a magnetically shielded room
Review of Scientific Instruments, 84:056101Khan S, Gramfort A, Shetty NR, Kitzbichler MG, Ganesan S, Moran JM, Lee SM, Gabrieli JD, Tager-Flusberg HB, Joseph RM, Herbert MR, Hämäläinen MS, Kenet T
Local and long-range functional connectivity is reduced in concert in autism spectrum disorders
PNAS, 110(8):3107-12Klados MA, Kanatsouli K, Antoniou I, Babiloni F, Tsirka V, Bamidis PD, Micheloyannis S
A Graph Theoretical Approach to Study the Organization of the Cortical Networks during Different Mathematical Tasks
PLoS One, 8(8):e71800Kundu B, Sutterer DW, Emrich SM, Postle BR
Strengthened Effective Connectivity Underlies Transfer of Working Memory Training to Tests of Short-Term Memory and Attention
J Neuroscience, 33(20)Liebenthal E, Sabri M, Beardsley SA, Mangalathu-Arumana J, Desai A
Neural Dynamics of Phonological Processing in the Dorsal Auditory Stream
J Neuroscience, 33(39): 15414-15424Kowalczyk L, Bajera A, Goszczynska H, Zalewska E, Krolicki L
Integration of EEG and SPECT data acquired from simultaneous examinations
Biocybernetics and Biomedical Engineering (in press)McIntosh AR, Vakorin V, Kovacevic N, Wang H, Diaconescu A, Protzner AB
Spatiotemporal Dependency of Age-Related Changes in Brain Signal Variability
Cereb Cortex, Epub 2013 Feb 8Machado S, Arias-Carrión O, Paes F, Ribeiro P, Cagy M, Piedade R, Ferreira Almada L, Anghinah R, Basile L, Moro MF, Orsini M, Guilherme Silva J, Cardoso Silva A, Nardi AE
Changes in Cortical Activity During Real and Imagined Movements: an ERP Study
Clinical Practice and Epidemiology in Mental Health, 9:196-201Mento G, Tarantino V, Sarlo M, Bisiacchi PS
Automatic Temporal Expectancy: A High-Density Event-Related Potential Study
PLoS ONE 8(5): e62896Ofner P, Müller-Putz GR
Time-Domain Correlations of Imagined Arm Positions with Brain Sources
Biomedical EngineeringOh H, Gentili RJ, Costanzo ME, Goodman RN, Lo JC, Rietschel JC, Saffer M, Hatfield BD
Understanding Brain Connectivity Patterns during Motor Performance under Social-Evaluative Competitive Pressure
in Foundations of Augmented CognitionPapadelis C, Harini C, Ahtam B, Doshi C, Grant H, Okada Y
Current and emerging potential for magnetoencephalography in pediatric epilepsy
Journal of Pediatric Epilepsy, 2(1)Paradis AL, Morel S, Series P, Lorenceau J
Speeding up the brain: when spatial facilitation translates into latency shortening
Front Hum Neurosci, 6:330Ravan M, Reilly JP, Hasey G
Minimum variance brain source localization for short data sequences
IEEE Trans Biomed Eng, in pressSaeidias L, Ahmad T, Alias N, Ghanbari M
Comparison of EEG Source Localization using Meromorphic approximation to Fuzzy C-mean
Malaysian Journal of Fundamental and Applied Sciences, 9(4)Sanei S
EEG and MEG Source Localization
in Adaptive Processing of Brain Signals, John Wiley & Sons, Ltd, Oxford, UKSeeber M, Scherer R, Wagner J, Müller-Putz GR
Spatial-Spectral Identification Of Μ And Β Eeg Rhythm Sourcrs During Robot-Assisted Walking
Biomedical EngineeringSimanski O, Sievert A, Janda M, Bajorat J
Current Developments in Automatic Drug Delivery in Anesthesia
Biomedical EngineeringSubramaniyam NP, Peltola J, Tanskanen, JMA, Wendel-Mitoraj K, Hyttinen J, Malmivuo J
Source Localization Based on Ictal Electroencephalographic Recordings
IFMBE Proceedings, 38:26-30Tesche C, Stone D
Global/local attention: Effects of tDCS on brain dynamics
Clinical Neurophysiology, 124(10):e130-e131Vecchiato G, Cherubino P, Trettel A, Babiloni F
Cortical Correlates of Cognitive and Emotional Processes
Biosystems & Biorobotics, 3:45-62Zaragoza-Martínez CC, Gutiérrez D
Electro/magnetoencephalography beamforming with spatial restrictions based on sparsity
Biomedical Signal Processing and Control, 8(6):615-623Zeman PM, Mahajan SV
Encephalography method and apparatus incorporating independent component analysis and a spectral shaping filter
US Patent #20130060125Zerouali Y, Lina JM, Jemel B
Optimal Eye-Gaze Fixation Position for Face-Related Neural Responses
PLoS ONE, 8(6): e60128
2012
Ahrens H, Argin F, Klinkenbusch L
"A comparison of minimum norm and MUSIC for a combined MEG/EEG sensor array,"
Adv. Radio Sci., 10:99-104Ahveninen J, Jääskeläinen IP, Belliveau JW, Hämäläinen M, Lin F-H, Raij T
"Dissociable Influences of Auditory Object vs. Spatial Attention on Visual System Oscillatory Activity,"
PLoS ONE, 7(6):e38511Attal Y, Maess B, Friederici A, David O
"Head models and dynamic causal modeling of subcortical activity using magnetoencephalographic/electroencephalographic data,"
Reviews in the Neurosciences, 23(1):85–95Barrés V, Simons A, Arbib M
"Synthetic event-related potentials: A computational bridge between neurolinguistic models and experiments,"
Neural Networks, 37:66-92Bashar R, Li Y, Wen P
"Study of EEGs from somatosensory cortex and Alzheimer's disease sources."
International Journal of Biological and Life Sciences, 8(2):62-66Bauer LO
"A family history of substance dependence obscures the group differences in brain function associated with HIV-1 and ART,"
Drug and Alcohol Dependence, 127(1-3):45-52Billeke P, Zamorano F, Cosmelli D, Aboitiz F
"Oscillatory Brain Activity Correlates with Risk Perception and Predicts Social Decisions,"
Cereb. Cortex, Epub Aug 31, 2012Bonnefond M, Noveck I, Baillet S, Cheylus A, Delpuech C, Bertrand O, Fourneret P, Van der Henst JB
"What MEG can reveal about inference making: The case of if...then sentences,"
Human Brain Mapping, available onlineClarke A, Taylor KI, Devereux B, Randall B, Tyler LK
"From Perception to Conception: How Meaningful Objects Are Processed over Time,"
Cereb. Cortex, 23(1):187-97Cojan Y, Archimi A, Cheseaux N, Waber L, Vuilleumier P
"Time-course of motor inhibition during hypnotic paralysis: EEG topographical and source analysis"
Cortex, 49(2):423-36Cona F, Zavaglia M, Massimini M, Rosanova M, Ursino M
"Computational Study of Rhythm Propagation Induced by TMS Stimuli in Different Brain Regions,"
Studies in Computational Intelligence, Vol 399/2012, 389-403 (Brainstorm & SPM5)De Vico Fallani F, Chessa A, Valencia M, Chavez M, Astolfi L, Cincotti F, Mattia D, Babiloni F
"Community structure in large-scale cortical networks during motor acts,"
Chaos, Solitons & Fractals, 45(5):603-610D'Hondt F, Lassonde M, Collignon O, Lepore F, Honoré J, Sequeira H
"Emotions Guide Us": Behavioral and MEG correlates
Cortex, Epub S0010-9452(12)00370-XDumas G, Chavez M, Nadel J, Martinerie J
"Anatomical Connectivity Influences both Intra- and Inter-Brain Synchronizations."
PLoS ONE 7(5): e36414Grosse-Wentrup M, Schölkopf B
"High γ-power predicts performance in sensorimotor-rhythm brain-computer interfaces"
J Neural Eng, 9(4):046001Ibanez A, Cetkovich M, Petroni A, Urquina H, Baez S
"The Neural Basis of Decision-Making and Reward Processing in Adults with Euthymic Bipolar Disorder or Attention-Deficit/Hyperactivity Disorder (ADHD)."
PLoS ONE 7(5): e37306Jain S, Gourab K, Schindler-Ivens S, Schmit BD
"EEG during pedaling: Evidence for cortical control of locomotor tasks"
Clin Neurophysiol, 124(2):379-90Johnson JS, Kundu B, Casali AG, Postle BR
"Task-dependent changes in cortical excitability and effective connectivity: A combined TMS-EEG study."
J Neurophysiol, 107(9):2383-92. (Brainstorm & SPM5)Kamienkowski JE, Ison MJ, Quiroga RQ, Sigman M
"Fixation-related potentials in visual search: A combined EEG and eye tracking study."
Journal of Vision, 12(7):4, 1–20Kaszuba K, Kostek B
"Employing a Biofeedback Method Based on Hemispheric Synchronization in Effective Learning,"
Human–Computer Systems Interaction: Backgrounds and Applications, 99:295-306Lachat F, Farroni T, George N
"Watch Out! Magnetoencephalographic Evidence for Early Modulation of Attention Orienting by Fearful Gaze Cueing,"
PLoS ONE 7(11):e50499Lina J, Chowdhury R, Lemay E, Kobayashi E, Grova C
"Wavelet-based localization of oscillatory sources from magnetoencephalography data,"
IEEE Trans. Biomedical Engineering, available onlineLithari C, Klados MA, Pappas C, Albani M, Kapoukranidou D, Kovatsi L, Papadelis CL
"Alcohol Affects the Brain's Resting-State Network in Social Drinkers,"
PLOS ONE, 7(10):e48641Liu Y, Paradis AL, Yahia-Cherif L, Tallon-Baudry C
"Activity in the lateral occipital cortex between 200 and 300 ms distinguishes between physically identical seen and unseen stimuli."
Front Hum Neurosci. 2012;6:211Mangalathu-Arumana J, Beardsley SA, Liebenthal E
"Within-subject joint independent component analysis of simultaneous fMRI/ERP in an auditory oddball paradigm,"
Neuroimage, 60:4, 2247-57Meyer T, Peters J, Brotz D, Zander T, Scholkopf B, Soekadar SR, Grosse-Wentrup M
A Brain-Robot Interface for Studying Motor Learning after Stroke
IEEE Intelligent Robots and Systems 2012, pp 4078-4083Niedeggen M, Michael L, Hesselmann G
"Closing the Gates to Consciousness: Distractors Activate a Central Inhibition Process,"
Journal of Cognitive Neuroscience, 24:6, 1294-1304Noguchi Y, Yokoyama T, Suzuki M, Kita S, Kakigi R
"Temporal Dynamics of Neural Activity at the Moment of Emergence of Conscious Percept,"
Journal of Cognitive Neuroscience, 24(10):1983-97Pittau F, Dubeau F, Gotman J
"Contribution of EEG/fMRI to the definition of the epileptic focus,"
Neurology, 78:1479-1487Robbins KA
"EEGVIS: a MATLAB toolbox for browsing, exploring, and viewing large datasets"
Frontiers in Neuroinformatics, 6:17Rosanova M, Gosseries O, Casarotto S, Boly M, Casali AG, Bruno MA, Mariotti M, Boveroux P, Tononi G, Laureys S, Massimini M
"Recovery of cortical effective connectivity and recovery of consciousness in vegetative patients,"
Brain, 135(4):1308-1320 (Brainstorm & SPM5)Slater JD, Khan S, Li Z, Catillo E
"Characterization of Interictal Epileptiform Discharges with Time-Resolved Cortical Current Maps using the Helmholtz-Hodge Decomposition,"
Frontiers in Neurology, 3:138Solesio-Jofre E, Lorenzo-López L, Gutiérrez R, López-Frutos JM, Ruiz-Vargas JM, Maestú F
"Age-Related Effects in Working Memory Recognition Modulated by Retroactive Interference"
The Journals of Gerontology Series A: Biological Sciences and Medical Sciences, 67(6), 565-572.Subramaniyam NP, Peltola J, Tanskanen JM, Wendel-Mitoraj K, Hyttinen J, Malmivuo J
"Source Localization Based on Ictal Electroencephalographic Recordings,"
International Symposium on Biomedical Engineering and Medical Physics, 10-12 October, 2012, Riga, Latvia (pp. 26-30). Springer Berlin Heidelberg.Zarghami T, Mir H, Al-Nashash H
"Calibration of Low Density EEG Sensor Arrays for Brain Source Localization"
Neural Information Processing (pp. 331-338). Springer Berlin/Heidelberg.Zhang Y, Yan B, Wang M, Hu J, Lu H, Li P
"Linking brain behavior to underlying cellular mechanisms via large-scale brain modeling and simulation,"
Neurocomputing, Available online 3 July 2012
2011
Aissani C, Cottereau B, Dumas G, Paradis AL, Lorenceau J.
"Magnetoencephalographic signatures of visual form and motion binding".
Brain Res. 1408:27-40.Besserve M, Martinerie J, Garnero L
"Improving quantification of functional networks with EEG inverse problem: evidence from a decoding point of view",
Neuroimage, 55(4):1536-47Campi C, Pascarella A, Sorrentino A, Piana M
"Highly Automated Dipole EStimation (HADES)",
Comput Intell Neurosci, 2011:982185Casarotto S, Määttä S, Herukka SK, Pigorini A, Napolitani M, Gosseries O, Niskanen E, Könönen M, Mervaala E, Rosanova M, Soininen H, Massimini M
"Transcranial magnetic stimulation-evoked EEG/cortical potentials in physiological and pathological aging",
Neuroreport, 22(12):592-7Cheng H, Zhang XT, Yan Hao, Bai LJ, Ai L, Wang FB, You YB, Chen P, Wang BG
"Differential temporal neural responses of pain-related regions by acupuncture at acupoint ST36: a magnetoencephalography study",
Chinese Medical Journal, 124(8):1229-1234Cona F, Zavaglia M, Massimini M, Rosanova M, Ursino M.
"A neural mass model of interconnected regions simulates rhythm propagation observed via TMS-EEG."
Neuroimage. 2011 Aug 1;57(3):1045-58. Epub 2011 May 11.Cottereau B, Lorenceau J, Gramfort A, Clerc M, Thirion B, Baillet S
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Neuroimage, 54(3):1919-29Darvas F, Scherer R, Ojemann JG, Rao RP, Miller KJ, Sorensen LB
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Neuroimage, 49(1):930-8Dehaene S, "Conscious and Nonconscious Processes: Distinct Forms of Evidence Accumulation?",
Biological Physics, 60:141-168Furl N, Kumar S, Alter K, Durrant S, Shawe-Taylor J, Griffiths TD
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Neuroimage, 54(3):2267-77Gamond L, George N, Lemaréchal JD, Hugueville L, Adam C, Tallon-Baudry C
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Neuroimage, 54(2):1415-26Hagler DJ, Dale AM
"Improved method for retinotopy constrained source estimation of visual-evoked responses,"
Human Brain Mapping. doi: 10.1002/hbm.21461Jerbi K, Vidal JR, Mattout J
"Inferring hand movement kinematics from MEG, EEG and intracranial EEG: From brain-machine interfaces to motor rehabilitation,"
IRBM, 32(1):8-18Khan S, Lefevre J, Ammari H, Baillet S
"Feature detection and tracking in optical flow on non-flat manifolds,"
Pattern Recognition Letters, 32(15):2047-2052Lalancette M, Quraan M, Cheyne D
"Evaluation of multiple-sphere head models for MEG source localization,"
Phys Med Biol, 56(17):5621-35Lehongre K, Ramus F, Villiermet N, Schwartz D, Giraud AL
"Altered Low-Gamma Sampling in Auditory Cortex Accounts for the Three Main Facets of Dyslexia,"
Neuron, 72(6):1080-1090Lorenzo-López L, Gutiérrez R, Moratti S, Maestú F, Cadaveira F, Amenedo E
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Neuropsychologia, 49(5):858–865Marti S, Sigman M, Dehaene S
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Neuroimage59(3):2883-2898Mitchell DJ, Cusack R
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Biol Psychol, 88(1):72-82Sudre G, Parkkonen L, Bock E, Baillet S, Wang W, Weber DJ
"rtMEG: A Real-Time Software Interface for Magnetoencephalography,"
Comput Intell Neurosci, vol. 2011Tallon-Baudry C , Meyniel F , Bourgeois-Gironde S , 2011 Fast and Automatic Activation of an Abstract Representation of Money in the Human Ventral Visual Pathway.
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Neuroimage, 54(2), pp: 1406-1414Wacongne C, Labyt E, Van Wassenhove V, Bekinschtein T, Naccache L, Dehaene S
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"Magnetoencephalography as a Putative Biomarker for Alzheimer's Disease"
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Ales J, Carney T, Klein SA
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Neuroimage, 49(3):2807-15Casali AG, Casarotto S, Rosanova M, Mariotti M, Massimini M
"General indices to characterize the electrical response of the cerebral cortex to TMS,"
Neuroimage, 49(2):1459–1468Casarotto S, Romero Lauro LJ, Bellina V, Casali AG, Rosanova M
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PLoS ONE, 5(4): e10281D’Hondt F, Lassonde M, Collignon O, Dubarry A-S, Robert M, Rigoulot S, Honoré J, Lepore F and Sequeira H
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Oxford University Press, 2010He W, Song X, Xu Z, Luo H
"Magnetic Induction Tomography: Simulation Study on the Forward Problem,"
LSMS/ICSEE 2010, 113-121Fort A, Martin R, Jacquet-Andrieu A, Combe-Pangaud C, Foliot G, Daligault S, Delpuech C
"Attentional demand and processing of relevant visual information during simulated driving: A MEG study,"
Brain Res, 1363:117-27Meneghini F, Vatta F, Esposito F, Mininel S, Di Salle F
"Comparison between realistic and spherical approaches in EEG forward modelling,"
Biomed Tech (Berl), 55(3):133-46Pegado F, Bekinschtein T, Chausson N, Dehaene S, Cohen L, Naccache L
"Probing the lifetimes of auditory novelty detection processes,"
Neuropsychologia, 48(10):3145-54.Poch C, Campo P, Parmentier FB, Ruiz-Vargas JM, Elsley JV, Castellanos NP, Maestú F, del Pozo F
"Explicit processing of verbal and spatial features during letter-location binding modulates oscillatory activity of a fronto-parietal network"
Neuropsychologia, 48(13):3846-54Robitaille N, Marois R, Todd J, Grimault S, Cheyne D, Jolicœur P
"Distinguishing between lateralized and nonlateralized brain activity associated with visual short-term memory: fMRI, MEG, and EEG evidence from the same observers,"
Neuroimage, 53(4): 1334-1345Tzelepi A, Laskaris N, Amditis A, Kapoula Z
"Cortical activity preceding vertical saccades: A MEG study,"
Brain Res, 1321:105-16Vatta F, Meneghini F, Esposito F, Mininel S, Di Salle F
"Realistic and spherical head modeling for EEG Forward Problem Solution: A Comparative Cortex-Based Analysis,"
Comput Intell Neurosci, 2010:972060Vecchiato G, Astolfi L, Cincotti F, De Vico Fallani F, Sorrentino DM, Mattia D, Salinari S, Bianchi L, Toppi J, Aloise F, Babiloni F
"Patterns of cortical activity during the observation of Public Service Announcements and commercial advertisings,"
Nonlinear Biomed Phys, 4 Suppl 1:S3
2009
Amor F, Baillet S, Navarro V, Adam C, Martinerie J, Quyen MLV
"Cortical local and long-range synchronization interplay in human absence seizure initiation,"
Neuroimage, 45(3):950-96Attal Y, Bhattacharjee M, Yelnik J, Cottereau B, Lefèvre J, Okada Y, Bardinet E, Chupin M, Baillet S
"Modelling and detecting deep brain activity with MEG and EEG,"
IRBM, 30(3):133-138Bekinschtein T, Dehaene S, Rohaut B, Tadel F, Cohen L, Naccache L
"Neural signature of the conscious processing of auditory regularities,"
PNAS, 106(5):1672-1677.Bristow D, Dehaene-Lambertz G, Mattout J, Soares C, Gliga T, Baillet S, Mangin JF
"Hearing faces: how the infant brain matches the face it sees with the speech it hears,"
J Cogn Neurosci, 21(5):905-21Carota F, Posada A, Harquel S, Delpuech C, Bertrand O, Sirigu A
"Neural Dynamics of the Intention to Speak,"
Cereb Cortex, 20(8):1891-7Chaumon M, Hasboun D, Baulac M, Adam C, Tallon-Baudry C
"Unconscious contextual memory affects early responses in the anterior temporal lobe,"
Brain Res,1285:77-87Dalal SS, Baillet S, Adam C, Ducorps A, Schwartz D, Jerbi K, Bertrand O, Garnero L, Martinerie J, Lachaux JP
"Simultaneous MEG and intracranial EEG recordings during attentive reading,"
Neuroimage, 45(4):1289-304Darvas F, Ojemann JG, Sorensen LB
"Bi-phase locking - a tool for probing non-linear interaction in the human brain,"
Neuroimage, 46(1):123-32Daunizeau J, Kiebel SJ, Friston KJ
"Dynamic causal modelling of distributed electromagnetic responses"
Neuroimage, 47(2):590-601Henson RN, Mattout J, Phillips C, Friston KJ
"Selecting forward models for MEG source-reconstruction using model-evidence,"
Neuroimage, 46(1):168–176Henson R, Mouchlianitis E, Friston KJ
"MEG and EEG data fusion: Simultaneous localisation of face-evoked responses,"
Neuroimage, 47(2):581–589Khemakhem R, Zouch W, Ben Hamida A, Taleb-Ahmed A, Feki L
"EEG Source Localization Using the Inverse Problem Methods"
IJCSNS, 9(4):408-415Liang WK, Wang MS
"Source reconstruction of brain electromagnetic fields--source iteration of minimum norm (SIMN),"
Neuroimage, 47(4):1301-11MacLeod RS, Stinstra JG, Lew S, Whitaker RT, Swenson DJ, Cole MJ, Krüger J, Brooks DH, Johnson CR
"Subject-specific, multiscale simulation of electrophysiology: a software pipeline for image-based models and application examples",
Philos Transact A Math Phys Eng Sci, 367(1896):2293-310Moratti S, Keil A
"Not What You Expect: Experience but not Expectancy Predicts Conditioned Responses in Human Visual and Supplementary Cortex,"
Cereb Cortex, 19(12):2803-9Robitaille N, Grimault S, Jolicœur P
"Bilateral parietal and contralateral responses during maintenance of unilaterally encoded objects in visual short-term memory: Evidence from magnetoencephalography,"
Psychophysiology, 46(5):1090-1099Rosanova M, Casali A, Bellina V, Resta F, Mariotti M, Massimini M
"Natural frequencies of human corticothalamic circuits,"
J Neurosci, 29(24):7679-85Rudrauf D, Lachaux JP, Damasio A, Baillet S, Hugueville L, Martinerie J, Damasio H, Renault B
"Enter feelings: somatosensory responses following early stages of visual induction of emotion,"
Int J Psychophysiol, 72(1):13-23
2008
Ammari H, "An Introduction to Mathematics of Emerging Biomedical Imaging,"
Mathématiques et Applications, Vol. 62Bucolo M, Di Grazia F, Fortuna L, Frasca M, Sapuppo F
"An environment for complex behaviour detection in bio-potential experiments"
Math Biosci Eng, 5(2):261-76George N, Conty L
"Facing the gaze of others,"
Neurophysiol Clin, 38(3):197-207Grova C, Daunizeau J, Kobayashi E, Bagshaw AP, Lina JM, Dubeau F, Gotman J
"Concordance between distributed EEG source localization and simultaneous EEG-fMRI studies of epileptic spikes,"
Neuroimage, 39(2):755-774Izard V, Dehaene-Lambertz G, Dehaene S
"Distinct cerebral pathways for object identity and number in human infants,"
PLoS Biol, 6(2):e11Rudrauf D, David O, Lachaux JP, Kovach CK, Martinerie J, Renault B, Damasio A
"Rapid Interactions between the Ventral Visual Stream and Emotion-Related Structures Rely on a Two-Pathway Architecture,"
J Neurosci, 28(11):2793-2803Senot P, Baillet S, Renault B, Berthoz A
"Cortical dynamics of anticipatory mechanisms in interception: a neuromagnetic study,"
J Cogn Neurosci, 20(10):1827-38Spyrou L, Sanei S
"Source localization of event-related potentials incorporating spatial notch filters,"
IEEE Trans Biomed Eng, 55(9):2232-9Stoitsis J, Giannakakis GA, Papageorgiou C, Nikita KS, Rabavilas A, Anagnostopoulos D, "Evidence of a posterior cingulate involvement (Brodmann area 31) in dyslexia: a study based on source localization algorithm of event-related potentials,"
Prog Neuropsychopharmacol Biol Psychiatry, 32(3):733-8Van Gaal S, Ridderinkhof R, Fahrenfort JF, Scholte HS, Lamme VAF
"Frontal Cortex Mediates Unconsciously Triggered Inhibitory Control,"
J Neurosci, 28(32):8053-8062
2007
Attal Y, Bhattacharjee M, Yelnik J, Cottereau B, Lefèvre J, Okada Y, Bardinet E, Chupin M, Baillet S
"Modeling and detecting deep brain activity with MEG & EEG,"
Conf Proc IEEE Eng Med Biol Soc, 2007:4937-40.Conty L, N'Diaye K, Tijus C, George N
"When eye creates the contact! ERP evidence for early dissociation between direct and averted gaze motion processing,"
Neuropsychologia, 45:3024-3037Cottereau B, Jerbi K, Baillet S
"Multiresolution imaging of MEG cortical sources using an explicit piecewise model,"
Neuroimage, 38(3):439-51Del Cul A, Baillet S, Dehaene S
"Brain dynamics underlying the nonlinear threshold for access to consciousnes,"
PLoS Biology, 5(10):e260Dossevi A, Garnero L, Ammari H
"Geodesic and functional K-means algorithms. A bounding and multistart procedure to recover functional networks from MEG/EEG recordings,"
IJBEM, 9(4):223-32Gramfort A, Cottereau B, Clerc M, Thirion B, Baillet S
"Challenging the estimation of cortical activity from MEG with simulated fMRI-constrained retinotopic maps,"
Conf Proc IEEE Eng Med Biol Soc, 2007:4945-8Henson RN, Mattout J, Singh KD, Barnes GR, Hillebrand A, Friston K
"Population-level inferences for distributed MEG source localization under multiple constraints: Application to face-evoked fields,"
Neuroimage, 38(3):422-438Jerbi K, Lachaux JP, N'Diaye K, Pantazis D, Leahy RM, Garnero L, Baillet S
"Coherent neural representation of hand speed in humans revealed by MEG imaging,"
PNAS, 104(18):7676-7681Stenroos M, Mantynen V, Nenonen J
"A Matlab library for solving quasi-static volume conduction problems using the boundary element method"
Comput Methods Programs Biomed, 88(3):256-63Nara T, Oohama J, Hashimoto M, Takeda T, Ando S
"Direct reconstruction algorithm of current dipoles for vector magnetoencephalography and electroencephalography,"
Phys Med Biol, 52(13):3859-79Weisend MP, Hanlon FM, Montano R, Ahlfors SP, Leuthold AC, Pantazis D, Mosher JC, Georgopoulos AP, Hamalainen MS, Aine CJ
"Paving the Way for Cross-site Pooling of Magnetoencephalography (MEG) Data,"
International Congress Series, 1300:615--618
2006
Daunizeau J, Mattout J, Clonda D, Goulard B, Benali H, Lina, JM
"Bayesian spatio-temporal approach for EEG source reconstruction: conciliating ECD and distributed models", IEEE Transactions on Biomedical Engineering, 53(3):503-516David O, Kiebel SJ, Harrison LM, Mattout J, Kilner JM, Friston KJ
"Dynamic causal modeling of evoked responses in EEG and MEG," Neuroimage, 30(4):1255-72Friston K, Henson K, Phillips C, Mattout J
"Bayesian Estimation of Evoked and Induced Responses," Hum Brain Mapp, 27(9):722–735Grova C, Daunizeau J, Lina JM
"Evaluation of EEG localization methods using realistic simulations of interictal spikes", Neuroimage, 29(3):734-753Le Van Quyen M, Amor F, Rudrauf D
"Exploring the dynamics of collective synchronizations in large ensembles of brain signals," J Physiol Paris, 100(4):194-200
2005
Sergent C, Baillet S, Dehaene S
"Timing of the brain events underlying access to consciousness during the attentional blink," Nat Neurosci, 8(10):1391-1400Amor F, Rudrauf D, Navarro V
"Imaging brain synchrony at high spatio-temporal resolution: application to MEG signals during absence seizures," Signal Processing, 85(11):2101-11N'diaye K, Pfeuty M, Ragot R
"Parsing the temporal evolution of brain activity in duration discrimination with electro- and magneto-encephalography," J Cog Neurosci, 46-46 Suppl. S 2005
2004
N'Diaye K, Ragot R, Garnero L
"What is common to brain activity evoked by the perception of visual and auditory filled durations? A study with MEG and EEG co-recordings," Cogn Brain Res, 21(2):250-268
Publications on Brainstorm's code
2011
Tadel F, Baillet S, Mosher JC, Pantazis D, Leahy RM (2011)
"Brainstorm: A user friendly application for MEG/EEG analysis," Comput Intell Neurosci, vol. 2011, Article ID 879716, 13 pages, 2011. doi:10.1155/2011/879716 [ html, pdf ]
2000-2010
Hamalainen MS, Lin FH, Mosher JC (2010)
“Anatomically and functionally constrained minimum-norm estimates,” in MEG: An Introduction to Methods, Hansen PC, Kringelbach ML, Salmelin R, Eds. Oxford: Oxford University Press.Lefèvre J, Baillet S (2009)
"Optical flow approaches to the identification of brain dynamics", Hum Brain Mapp, 30(6):1887-1897Soto JLP, Pantazis D, Jerbi K, Lachaux JP, Garnero L, Leahy RM (2009)
"Detection of Event-Related Modulations of Oscillatory Brain Activity with Multivariate Statistical Analysis of MEG Data," Hum Brain Mapp, 30(6):1922-1934Pantazis D, Nichols TE, Baillet S, Leahy RM (2005)
"A Comparison of Random Field Theory and Permutation Methods for the Statistical Analysis of MEG data", Neuroimage, 25(2):355-68Darvas F, Rautiainen M, Pantazis D, Benali H, Baillet S, Mosher JC, Garnero L, Leahy RM (2005)
"Investigations of dipole localization accuracy in MEG using the bootstrap", Neuroimage, 25(2):383-394Jerbi K, Baillet S, Mosher JC, Nolte G, Garnero L, Leahy RM (2004)
“Localization of Realistic Cortical Activity in MEG using Current Multipoles,” Neuroimage, 22(2):779-93Ossadtchi A, Baillet A, Mosher JC, Thyerlei D, Sutherling W, Leahy RM (2004)
"Automated Interictal Spike Detection and Source Localization in MEG using ICA and Spatio-Temporal Clustering," Clinic Neurophy, 115(3):508-22Pantazis D, Nichols TS, Baillet S, Leahy RM (2003)
"Spatiotemporal Localization of Significant Activation in MEG using Permutation Tests," Inf Process Med Imaging, 18:512-23Jerbi K, Mosher JC, Baillet S, Leahy RM (2002)
"On MEG Forward Modelling using Multipolar Expansions," Phys Med Biol, 47(4):523-55Baillet S, Mosher JC, Leahy RM (2001)
"Electromagnetic Brain Mapping," IEEE Signal Processing Magazine, 18(6):14-30 pdfErmer JJ, Mosher JC, Baillet S, Leahy RM (2001)
"Rapidly recomputable EEG forward models for realistic head shapes," Phys Med Biol, 46(4):1265-1281 pdfErmer JJ, Mosher JC, Huang MX, Leahy RM (2000)
"Paired MEG data set source localization using recursively applied and projected (RAP) MUSIC," IEEE Trans Biomed Eng, 47(9):1248-60 pdfMosher JC, Baillet S, Jerbi K, Leahy RM (2000)
"MEG multipolar modeling of distributed sources using RAP-MUSIC," Signals, Systems and Computers 2000, Conference Record of the Thirty-Fourth Asilomar Conference, 1:318-322 pdf
1990-2000
Mosher JC, Baillet S, Leahy RM (1999)
"EEG Source Localization and Imaging Using Multiple Signal Classification Approaches," J Clin Neurophysiol, 16(3):225-38Mosher JC, Leahy RM, Shattuck DW, Baillet S (1999)
"MEG Source Imaging using Multipolar Expansions," In 16th Conference on Information Processing in Medical Imaging, LCNS, pp. 15–28pdfMosher JC, Leahy RM, Lewis PS (1999)
"EEG and MEG: forward solutions for inverse methods," IEEE Trans Biomed Eng, 46(3):245-59 pdfMosher JC, Leahy RM (1999)
"Source localization using recursively applied and projected (RAP) MUSIC," IEEE Trans Biomed Eng, 47(9):1248-60 pdfHuang MX, Mosher JC, Leahy RM (1999)
"A sensor-weighted overlapping-sphere head model and exhaustive head model comparison for MEG," Phys Med Biol, 44:423-440 pdfMosher JC, Leahy RM (1998)
"Recursive MUSIC: A framework for EEG and MEG source localization," IEEE Trans Biomed Eng, 45(11):1342 -54 pdfLeahy RM, Mosher JC, Spencer ME, Huang MX, Lewine JD (1998)
"A study of dipole localization accuracy for MEG and EEG using a human skull phantom. Electroencephalography," Clin Neurophysiol, 107(2):159-73 pdfMosher JC, Leahy RM, Huang MX, Spencer ME (1997)
"Modeling versus Accuracy in EEG and MEG data," NFSI '97 in Biomedizinische Technik, 42(1):5-8 pdfPhillips JW, Leahy RM, Mosher JC, Timsari B (1997)
"Imaging neural activity using MEG and EEG," IEEE Eng Med Biol Mag, 16(3):34-42 pdfPhillips JW, Leahy RM, Mosher JC (1997)
"MEG-based imaging of focal neuronal current sources," IEEE Trans Med Imaging, 16(3):338-48pdfPhillips JW, Leahy RM, Mosher JC (1996)
"Dynamic Bayesian imaging using the magnetoencephalogram," Engineering in Medicine and Biology Society, 18th Annual International Conference of the IEEE, 2: 817-18pdfPhillips J, Leahy RM, Mosher JC (1996)
"Dynamic MEG Imaging of Focal Neuronal Sources," Proc IEEE Nucl Sci Symp and Medical Imag Conf, 1928-32. pdfMosher JC, Leahy RM, Lewis PS (1995)
"Matrix kernels for MEG and EEG source localization and imaging," Acoustics, Speech, and Signal Processing, ICASSP-95, 5:2943-6pdfLewis PS, Mosher JC, Leahy RM (1995)
"Neuromagnetic source reconstruction," Acoustics, Speech, and Signal Processing, ICASSP-95, 5:2911-4pdfMosher JC, Leahy RM, Lewis PS (1993)
"Biomagnetic localization from transient quasi-static events," Acoustics, Speech, and Signal Processing, ICASSP-93, 1:91-4 pdfMosher JC, Leahy RM, Lewis P (1992)
"Multiple dipole modeling and localization from spatiotemporal MEG data," IEEE Trans Biomed Eng, 541-57 pdfMosher JC, Spencer ME, Leahy RM, Lewis PS (1992)
"Error bounds for MEG and EEG source localization," Signals, Systems and Computers, 1992, Conference Record of The Twenty-Sixth Asilomar Conference, 150-5 pdf
Other
Brainstorm has been cited as one of the 50 successful open-source projects that are changing medicine [#22] (2011) link.
Computer world: Open source medicine puts health above profits (2012). Link
References
Useful, mostly technical, background reading:
[1] S Baillet, JC Mosher, and RM Leahy, "Electromagnetic brain mapping," IEEE Signal processing magazine, vol. 18, pp. 14-30, 2001.
[2] M Huang, J Mosher, and R Leahy, "A sensor-weighted overlapping-sphere head model and exhaustive head model comparison for MEG," Phys. Med. Biol., vol. 44, no. 2, pp. 423–440, 1999.
[3] F Darvas, JJ Ermer, JC Mosher, and Leahy RM, "Generic head models for atlas-based EEG source analysis," Human Brain Mapping, vol. 27, no. 2, pp. 129-143, 2006.
[4] JC Mosher, RM Leahy and P Lewis , "Multiple dipole modeling and localization from spatiotemporal MEG data, "IEEE Trans. Biomed. Eng., vol. 39, no. 5, pp. 541-557, June 1992.
[5] JW Phillips, RM Leahy, JC Mosher, "MEG-based imaging of focal neuronal current sources," IEEE Transactions on Medical Imaging, vol. 16, no. 3, pp. 338-348, June 1997.
[6] S Baillet and L Garnero, "A Bayesian approach to introducing anatomo-functional priors in the EEG /MEG inverse problem," IEEE Trans. Biomed. Eng., vol. 44, pp. 374-385, 1997.
[7] D Schmidt, J George and C Wood, "Bayesian inference applied to the electromagnetic inverse problem," Human Brain Mapping, vol. 7, pp. 195-212, 1999.
[8] GL Barkley and C Baumgartner, "MEG and EEG in epilepsy," Journal of Clinical Neurophysiology, vol. 20, no. 3, p. 163, 2003.
[9] A Arieli, A Sterkin, A Grinvald, and A Aertsen, "Dynamics of ongoing activity: explanation of the large variability in evoked cortical responses," Science, vol. 273, no. 5283, p. 1868, 1996.
[10] C Tallon-Baudry and O Bertrand, "Oscillatory gamma activity in humans and its role in object representation," Trends Cogn Sci, vol. 3, no. 4, pp. 151-162, 1999.
[11] G Pfurtscheller and FH Lopes da Silva, "Event-related EEG/MEG synchronization and desynchronization: basic principles," Clinical Neurophysiology, vol. 110, no. 11, pp. 1842-1857, 1999.
[12] P Tass, MG Rosenblum, J Weule, J Kurths, A Pikovsky, J Volkmann, A Schnitzler, and HJ Freund, "Detection of n: m phase locking from noisy data: application to magnetoencephalography," Physical Review Letters, vol. 81, no. 15, pp. 3291-3294, 1998.
[13] CWJ Granger, BN Huangb, and CW Yang, "A bivariate causality between stock prices and exchange rates: evidence from recent Asianflu," Quarterly Review of Economics and Finance, vol. 40, no. 3, pp. 337-354, 2000.
[14] W Hesse, E Moller, M Arnold, and B Schack, "The use of time-variant EEG Granger causality for inspecting directed interdependencies of neural assemblies," Journal of Neuroscience Methods, vol. 124, no. 1, pp. 27-44, 2003.
[15] HB Hui, D Pantazis, SL Bressler, and RM Leahy, "Identifying true cortical interactions in MEG using the nulling beamformer," NeuroImage, 2009.
[16] JLP Soto, D Pantazis, K Jerbi, JP Lachaux, S Baillet, and RM Leahy, "Canonical Correlation Analysis Applied to Functional Connectivity in MEG," IEEE International Symposium on Biomedical Imaging (ISBI), April 2010.
[17] D Pantazis, TE Nichols, S Baillet, and RM Leahy, "A Comparison of Random Field Theory and Permutation Methods for the Statistical Analysis of MEG data," Neuroimage, vol. 25, pp. 355-368, April 2005.
[18] S Baillet, JC Mosher, and RM Leahy, "Brainstorm beta release: a Matlab software package for MEG signal processing and source localization and visualization," Neuroimage, vol. 11, p. 915, 2000.
[19] JC Mosher, S Baillet, F Darvas, D Pantazis, E Kucukaltun-Yildirim, and RM Leahy, "Brainstorm Electromagnetic Imaging Software," IJBEM, vol. 7, no. 2, pp. 189-190, 2005.
[20] A Tzelepi, N Laskaris, A Amditis, and Z Kapoula, "Cortical activity preceding vertical saccades: A MEG study," Brain Research, 2010.
[21] F Amor, S Baillet, V Navarro, C Adam, J Martinerie, and MLV Quyen, "Cortical local and long-range synchronization interplay in human absence seizure initiation," Neuroimage, vol. 45, no. 3, pp. 950-962, April 2009.
[22] T Bekinschtein, S Dehaene, B Rohaut, F Tadel, L Cohen, and L Naccache, "Neural signature of the conscious processing of auditory regularities," PNAS, vol. 106, pp. 1672-1677, February 2009.
[23] F Carota, A Posada, S Harquel, C Delpuech, O Bertrand, and A Sirigu, "Neural Dynamics of the Intention to Speak," Cerebral Cortex, 2009.
[24] M Chaumon, D Hasboun, M Baulac, C Adam, and C Tallon-Baudry, "Unconscious contextual memory affects early responses in the anterior temporal lobe," Brain research, 2009.
[25] S Moratti and A Keil, "Not What You Expect: Experience but not Expectancy Predicts Conditioned Responses in Human Visual and Supplementary Cortex," Cerebral Cortex, 2009.
[26] D Pantazis, GV Simpson, DL Weber, CL Dale, TE Nichols, and RM Leahy, "A novel ANCOVA design for analysis of MEG data with application to a visual attention study," Neuroimage, vol. 44, no. 1, pp. 164–174, 2009.
[27] P Hansen, M Kringelbach, and R Salmelin (eds.), Meg: An Introduction to Methods.: Oxford University Press, 2010.
[28] R Salmelin and S Baillet, "Electromagnetic brain imaging," Human Brain Mapping, vol. 30, pp. 1753-1757, 2009.
[29] The MoinMoin Wiki Engine, http://moinmo.in/
[30] vBulletin, http://www.vbulletin.com/
[31] DW Shattuck and RM Leahy, "BrainSuite: An Automated Cortical Surface Identification Tool," Medical Image Analysis, vol. 8, no. 2, pp. 129-142, 2002, http://neuroimage.usc.edu/brainsuite/.
[32] Y Cointepas, Manginm JF, L Garnero, JB Poline, and H Benali, "BrainVISA: Software platform for visualization and analysis of multi-modality brain data," Neuroimage, vol. 13, no. 6, p. S98, 2001, http://brainvisa.free.fr.
[33] FreeSurfer, http://surfer.nmr.mgh.harvard.edu/
[34] FieldTrip, Donders Institute for Brain, Cognition and Behaviour: http://fieldtrip.fcdonders.nl
[35] A Delorme and S Makeig, "EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics," J Neurosci Methods, vol. 134, pp. 9-21, 2004, http://www.sccn.ucsd.edu/eeglab.
[36] MS Hämäläinen. MNE software. http://www.nmr.mgh.harvard.edu/martinos/userInfo/data/sofMNE.php
[37] DL Collins, AP Zijdenbos, V Kollokian, JG Sled, NJ Kabani, CJ Holmes, and AC Evans, "Design and construction of a realistic digital brain phantom," IEEE Transactions on Medical Imaging, vol. 17, no. 3, p. 463, 1998.
[38] RM Leahy, JC Mosher, ME Spencer, MX Huang, and JD Lewine, "A study of dipole localization accuracy for MEG and EEG using a human skull phantom," Electroencephalography and clinical neurophysiology, vol. 107, no. 2, pp. 159-173, 1998.
[39] F Darvas, D Pantazis, E Kucukaltun-Yildirim, and RM Leahy, "Mapping human brain function with MEG and EEG: methods and validation," NeuroImage, vol. 23, pp. 289-299, 2004.
[40] P Berg and M Scherg, "A fast method for forward computation of multiple-shell spherical head models," Electroencephalogr Clin. Neurophysiol, vol. 90, pp. 58–64, 1994.
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[43] AM Dale, AK Liu, BR Fischl, RL Buckner, JW Belliveau, JD Lewine, and E Halgren, "Dynamic Statistical Parametric Mapping: Combining fMRI and MEG for High-Resolution Imaging of Cortical Activity," Neuron, vol. 26, no. 1, pp. 55-67, 2000.
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[45] BD Van Veen and KM Buckley, "Beamforming: A versatile approach to spatial filtering," IEEE assp magazine, vol. 5, no. 2, pp. 4-24, 1988.
[46] RO Schmidt, "Multiple emitter location and signal parameter estimation," IEEE Trans. Antennas Propagat., vol. AP-34, pp. 276–280, March 1986, Reprint of the original 1979 paper from the RADC Spectrum Estimation Workshop.
[47] N Tzourio-Mazoyer, Landeaum B, D Papathanassiou, F Crivello, O Etard, N Delcroix, B Mazoyer, and M Joliot, "Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain," Neuroimage, vol. 15, no. 1, pp. 273-289, January 2002.
[48] C Tallon-Baudry, O Bertrand, C Wienbruch, B Ross, and C Pantev, "Combined EEG and MEG recordings of visual 40 Hz responses to illusory triangles in human," Neuroreport, vol. 8, no. 5, p. 1103, 1997.
[49] MS Worden, JJ Foxe, N Wang, and GV Simpson, "Anticipatory biasing of visuospatial attention indexed by retinotopically specific alpha-band electroencephalography increases over occipital cortex," Journal of Neuroscience, vol. 20, no. 6, p. 63, 2000.
[50] W Klimesch, M Doppelmayr, T Pachinger, and B Ripper, "Brain oscillations and human memory: EEG correlates in the upper alpha and theta band," Neuroscience letters, vol. 238, no. 1-2, pp. 9-12, 1997.
[51] O Jensen and CD Tesche, "Frontal theta activity in humans increases with memory load in a working memory task," European Journal of Neuroscience, vol. 15, no. 8, pp. 1395-1399, 2002.
[52] W Klimesch, M Doppelmayr, H Russegger, T Pachinger, and J Schwaiger, "Induced alpha band power changes in the human EEG and attention," Neuroscience Letters, vol. 244, no. 2, pp. 73-76, 1998.
[53] CS Herrmann, M Grigutsch, and NA Busch, "EEG oscillations and wavelet analysis," Event-Related Potentials-A Methods Handbook, pp. 229-259, 2005.
[54] CE McCulloch and SR Searle, "Generalized, linear, and mixed models," 2001.
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