Reference article

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.

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  2. Ahlstrom C, Jansson S, Anund A
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  8. Araki T, Onishi M, Yanagisawa T, Hirata M, Watanabe Y, Ogata S, Hayakawa K, Honda C, Watanabe M, Iwatani Y, Yorifuji S
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  11. Andreu-Sánchez C, Martín-Pascual MA, Gruart A, Delgado-García JM
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  12. Athanasiou A, Xygonakis I, Pandria N, Kartsidis P, Arfaras G, Kavazidi KR, Foroglou N, Astaras A, Bamidis P
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  15. Bauer AKR, Bleichner MG, Jaeger M, Thorne JD, Debener S
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  17. Becker H, Fleureau J, Guillotel P, Wendling F, Merlet I, Albera L
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  18. Berkovitch L, Del Cul A, Maheu M, Dehaene S
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  19. Bezgin G, Solodkin A, Bakker R, Ritter P, McIntosh AR
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  20. Bigliassi M, Karageorghis CI, Nowicky AV, Wright MJ, Orgs G
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  21. Bigliassi M, Karageorghis CI, Wright MJ, Orgs G, Nowicky AV
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  23. Bleichner MG, Debener S
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  25. Boly M, Jones B, Findlay G, Plumley E, Mensen A, Hermann B, Tononi G, Maganti R
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  26. Boulet-Craig A, Robaey P, Lacourse K, Jerbi K, Oswald V, Krajinovic M, Laverdière C, Sinnett D, Jolicoeur P, Lippé S
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  28. Bouton S, Chambon V, Tyrand R, Guggisberg AG, Seeck M, Karkar S, van de Ville D, Giraud AL
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  29. Burra N, Baker S, George N
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  30. Burt A, Hugrass L, Frith-Belvedere T, Crewther D
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  31. Butorina AV, Pavlova AA, Nikolaeva AY, Prokofyev AO, Bondarev DP, Stroganova TA
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  32. Cacioppo S, Bolmont M, Monteleone G
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  33. Calvetti D, Pascarella A, Pitolli F, Somersalo E, Vantaggi B
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  34. Campus C, Sandini G, Morrone MC, Gori M
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  35. Carrasco-López C, Soto-León V, Céspedes V, Profice P, Strange BY, Foffani G, Oliviero A
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  36. Chadnova E, Reynaud A, Clavagnier S, Hess RF
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  39. Chang YCC, Khan S, Taulu A, Kuperberg GR, Brown EN, Hamalainen MS, Temereanca S
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  42. Chen Y, Wang X, Yu Y, Liu Y
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  50. Coffey EBJ, Chepesiuk AMP, Herholz SC, Baillet S, Zatorre RJ
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  51. Cohen MX
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  52. Cohen MX
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  57. Cottone C, Cancelli A, Pasqualetti P, Porcaro C, Salustri C, Tecchio F
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  58. Cui Z, Wang Q, Gao Y, Wang J, Wang M, Teng P, Guan Y, Zhou J, Li T, Luan G, Li L
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  59. Desjardins ME, Carrier J, Lina, Fortin M, Gosselin N, Montplaisir J, Zadra A
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  60. Díaz-Blancat G, García-Prieto J, Maestú F, Barceló F
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  62. Donhauser PW, Florin E, Baillet S
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  63. Dubarry AS, Llorens A, Trébuchon A, Carron R, Liégeois-Chauvel C, Bénar CG, Alario FX
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  64. Elaina NS , Malik A, Shams WK, Badruddin N, Abdullah JM, Reza MF
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  65. Erkan İ
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  67. Farkas D, Denham SL, Winkler I
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  68. Farzan F, Atluri S, Mei Y, Moreno S, Levinson AJ, Blumberger DM, Daskalakis ZJ
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  69. Florin E, Vuvan D, Peretz I, Baillet S
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  71. Foldes ST, Weber DJ, Collinger JL
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  72. Fomina T, Weichwald S, Synofzik M, Just J, Schöls L, Schölkopf B, Grosse-Wentrup M
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  73. Fraschini M, Lai M, Demuru M, Puligheddu M, Floris G, Borghero G, Marrosu F
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  74. Gaetz W, Kessler SK, Roberts TPL, Berman JI, Levy TJ, Hsia M, Humpl D, Schwartz ES, Amaral S, Chang B, Levin LS
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  75. Gao Y, Wang Q, Ding Y, Wang C, Li H, Wu X, Qu T, Li L
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  76. García AR, Graffigna JP, Otoya R
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  77. Garg P, Davenport E, Murugesan G
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  78. Gohel B, Lim S, Kim MY, Kwon H, K Kim
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  79. Gohel B, Lee P, Kim MY, Kim K, Jeong Y
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  80. Gohel B, Lim S, Kim MY, Kwon H, Kim K
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  81. Gohel B, Lim S, Kim MY, Kwon H, Kim K
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  82. Goldstone A, Willoughby AR, de Zambotti M, Franzen PL, Kwon D, Pohl KM, Pfefferbaum A, SullivanEv, Müller-Oehring EM, Prouty DE, Hasler BP, Clark DB, Colrain IA, Baker FC
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  84. Guillon J, Attal Y, Colliot O, La Corte V, Dubois B, Schwartz D, Chavez M, De Vico Fallani F
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  86. Handiru VS, Vinod AP, Guan C
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  87. Hari R, Puce A
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  88. Hassan M, Chaton L, Benquet P, Delval A, Leroy C, Plomhause L, Moonen AJH, Duits AA, Leentjens AFG, van Kranen-Mastenbroek V, Defebvre L
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  89. Hebart MN, Bankson BB, Harel A, Baker CI, Cichy RM
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  90. Hedrich T, Pellegrino G, Kobayashi E, Lina JM, Grova C
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  91. Heers M, Helias M, Hedrich T, Dümpelmann M, Schulze-Bonhage A, Ball T
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  95. Hincapié AC, Kujala J, Mattout J, Pascarella A, Daligault S, Delpuech C, Mery D, Cosmelli D, Jerbi K
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  101. Huang Y, Zhang J, Cui Y, Yang G, He L, Liu Q, Yin G
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  102. Jantzen KJ, Symons LA, Kredel T, Ratcliff B, Toor N, Jantzen MG, Hahn AC
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  104. Jatoi MA, Kamel N
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  105. Kabbara A, Falou WEL, Khalil M, Wendling F, Hassan M
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  106. Kayser J, Tenke CE, Abraham KS, Alschuler DM, Alvarenga JE, Skipper J, Warner V, Bruder GE, Weissman MM
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  109. Klados MA, Pandria N, Micheloyannis S, Margulies D, Bamidis PD
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  110. Koch G, Bonnì S, Pellicciari MC, Casula EP, Mancini M, Esposito R, Ponzo V, Picazio S, Di Lorenzo F, Serra L, Motta C, Maiella M, Marra C, Cercignani M, Martorana A, Caltagirone C, Bozzali M
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  114. Krieg J, Koessler L, Jonas J, Colnat-Coulbois S, Vignal JP, Bénar CG, Maillard LG
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  116. Lai M, Demuru M, Hillebrand A, Fraschini M
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  117. Larrain-Valenzuela J, Zamorano F, Soto-Icaza P, Carrasco X, Herrera C, Daiber F, Aboitiz F, Billeke P
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  118. Larson E, Taulu S
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  119. Lebar N, Danna J, Moré S, Mouchnino L, Blouin J
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  120. Lee JJ, Schmit BD
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  121. Lew S, Hämäläinen MS, Okada Y
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  122. Liang M, Zhang J, Liu J, Chen Y, Cai Y, Wang X, Wang J, Zhang X, Chen S, Li X, Chen L, Zheng Y
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  123. Lifshitz M, Thibault RT, Roth RR, Raz A
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  124. Ma J, Yuan H, Sunderam S, Besio W, Ding L
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  125. Maheshwari A, Akbar A, Wang M, Marks RL, Yu K, Park S, Foster BL, Noebels JL
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  126. Maier KL, McKinstry-Wu AR, Palanca BJA, Tarnal V, Blain-Moraes S, Basner M, Avidan MS, Mashour4 GA, Kelz MB
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  127. Maksymenko K, Giusiano B, Roehri N, Bénar CG, Badier JM
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  128. Marti S, Dehaene S
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  129. Matsuzaki J, Kagitani-Shimono K, Sugata H, Hanaie R, Nagatani F, Yamamoto T, Tachibana M, Tominaga K, Hirata M, Mohri I, Taniike M
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  130. Mennella R, Sarlo M, Messerotti Benvenuti S, Buodo G, Mento G, Palomba D
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  131. Mento G
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  132. Mheich A, Hassan M, Wendling F
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    "Probing the lifetimes of auditory novelty detection processes,"
    Neuropsychologia, 48(10):3145-54.

  15. 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):3846-54

  16. Robitaille 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): 1334-1345

  17. Tzelepi A, Laskaris N, Amditis A, Kapoula Z
    "Cortical activity preceding vertical saccades: A MEG study,"
    Brain Res, 1321:105-16

  18. Vatta 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, 2010:972060

  19. Vecchiato 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


  1. 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):950-96

  2. Attal 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):133-138

  3. Bekinschtein 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.

  4. 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):905-21

  5. Carota F, Posada A, Harquel S, Delpuech C, Bertrand O, Sirigu A
    "Neural Dynamics of the Intention to Speak,"
    Cereb Cortex, 20(8):1891-7

  6. Chaumon M, Hasboun D, Baulac M, Adam C, Tallon-Baudry C
    "Unconscious contextual memory affects early responses in the anterior temporal lobe,"
    Brain Res,1285:77-87

  7. Dalal 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):1289-304

  8. Darvas F, Ojemann JG, Sorensen LB
    "Bi-phase locking - a tool for probing non-linear interaction in the human brain,"
    Neuroimage, 46(1):123-32

  9. Daunizeau J, Kiebel SJ, Friston KJ
    "Dynamic causal modelling of distributed electromagnetic responses"
    Neuroimage, 47(2):590-601

  10. Henson RN, Mattout J, Phillips C, Friston KJ
    "Selecting forward models for MEG source-reconstruction using model-evidence,"
    Neuroimage, 46(1):168–176

  11. Henson R, Mouchlianitis E, Friston KJ
    "MEG and EEG data fusion: Simultaneous localisation of face-evoked responses,"
    Neuroimage, 47(2):581–589

  12. Khemakhem R, Zouch W, Ben Hamida A, Taleb-Ahmed A, Feki L
    "EEG Source Localization Using the Inverse Problem Methods"
    IJCSNS, 9(4):408-415

  13. Liang WK, Wang MS
    "Source reconstruction of brain electromagnetic fields--source iteration of minimum norm (SIMN),"
    Neuroimage, 47(4):1301-11

  14. MacLeod 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):2293-310

  15. Moratti S, Keil A
    "Not What You Expect: Experience but not Expectancy Predicts Conditioned Responses in Human Visual and Supplementary Cortex,"
    Cereb Cortex, 19(12):2803-9

  16. Robitaille 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):1090-1099

  17. Rosanova M, Casali A, Bellina V, Resta F, Mariotti M, Massimini M
    "Natural frequencies of human corticothalamic circuits,"
    J Neurosci, 29(24):7679-85

  18. Rudrauf 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


  1. Ammari H, "An Introduction to Mathematics of Emerging Biomedical Imaging,"
    Mathématiques et Applications, Vol. 62

  2. Bucolo 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):261-76

  3. George N, Conty L
    "Facing the gaze of others,"
    Neurophysiol Clin, 38(3):197-207

  4. Grova 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):755-774

  5. Izard V, Dehaene-Lambertz G, Dehaene S
    "Distinct cerebral pathways for object identity and number in human infants,"
    PLOS Biol, 6(2):e11

  6. Rudrauf 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):2793-2803

  7. Senot P, Baillet S, Renault B, Berthoz A
    "Cortical dynamics of anticipatory mechanisms in interception: a neuromagnetic study,"
    J Cogn Neurosci, 20(10):1827-38

  8. Spyrou L, Sanei S
    "Source localization of event-related potentials incorporating spatial notch filters,"
    IEEE Trans Biomed Eng, 55(9):2232-9

  9. 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,"
    Prog Neuropsychopharmacol Biol Psychiatry, 32(3):733-8

  10. Van Gaal S, Ridderinkhof R, Fahrenfort JF, Scholte HS, Lamme VAF
    "Frontal Cortex Mediates Unconsciously Triggered Inhibitory Control,"
    J Neurosci, 28(32):8053-8062


  1. 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.

  2. 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, 45:3024-3037

  3. Cottereau B, Jerbi K, Baillet S
    "Multiresolution imaging of MEG cortical sources using an explicit piecewise model,"
    Neuroimage, 38(3):439-51

  4. Del Cul A, Baillet S, Dehaene S
    "Brain dynamics underlying the nonlinear threshold for access to consciousnes,"
    PLOS Biology, 5(10):e260

  5. Dossevi 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):223-32

  6. Gramfort 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, 2007:4945-8

  7. Henson 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):422-438

  8. Jerbi 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):7676-7681

  9. Stenroos 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):256-63

  10. Nara 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):3859-79

  11. Weisend 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


  1. 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):503-516

  2. David O, Kiebel SJ, Harrison LM, Mattout J, Kilner JM, Friston KJ
    "Dynamic causal modeling of evoked responses in EEG and MEG," Neuroimage, 30(4):1255-72

  3. Friston K, Henson K, Phillips C, Mattout J
    "Bayesian Estimation of Evoked and Induced Responses," Hum Brain Mapp, 27(9):722–735

  4. Grova C, Daunizeau J, Lina JM
    "Evaluation of EEG localization methods using realistic simulations of interictal spikes", Neuroimage, 29(3):734-753

  5. Le 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



Publications on Brainstorm's code




PhD and masters theses

  1. Akhavein H, Depth cue invariant object representations in the visual cortex, McGill University, Montreal, Canada, 2017

  2. Alam M, An integrated system for quantitatively characterizing different handgrips and identifying their cortical substrates, Boston Universrity, 2017

  3. Bathelt JMC, Neural and socio-cognitive sequelae of congenital disorders of the peripheral visual system during mid-childhood, University College London, UK, 2015

  4. Becker H, Denoising, separation and localization of EEG sources in the context of epilepsy
    Université Nice Sophia Antipolis, France, 2014

  5. Binder C, Measurement and analysis of cortical activity using EEG during upper limb stabilization
    Marquette University, USA, 2015

  6. Bisaillon-Sicotte E, Acquisition et traitement des signaux cérébraux en meg-nirs simultanés
    Universite du Quebec, Canada, 2013

  7. Boldizar F, Optimizing design of on-scalp MEG systems, Chalmers University of Technology, Gothenburg, Sweden, 2017

  8. Borghesani V, The neuro-cognitive representation of word meaning resolved in time and space
    Università degli Studi di Trento, Italy & Université Pierre et Marie Curie, Paris, 2017

  9. Boucher JS, Neuro-imagerie électromagnétique et localisation des oscillations cérébrales du sommeil, École de technologie supérieure, Montréal, Canada, 2017

  10. Cortés Domínguez A, Procesamiento de señales para la detección anticipada de Crisis Epilépticas en el EEG, Sevilla, Spain, 2017

  11. Chaumillon M, Dominance oculaire: implications neurophysiologiques et conséquences au niveau de la visuo-motricité, Universite Aix-Marseille, France, 2015

  12. Crobe A, Reti complesse e analisi del segnale elettroencefalografico
    Università degli Studi di Cagliari, Italy, 2016

  13. Chan HL, Spatiotemporal Imaging of Functional Connectivity Using Electromagnetic Brain Signals
    National Chiao Tung University, Taiwan, 2015

  14. Chrysoula L, The Effects of Alcohol on the Emotional Stimuli Processing through the Investigation of Neurophysiological Signals, Aristotle University of Thessaloniki, Greece, 2012

  15. Costa FH, Bayesian M/EEG source localization with possible joint skull conductivity estimation
    Universite de Toulouse, France, 2017

  16. Das Y, Change of Brain Network Connectivity in Human Vigilance States investigated by EEG, University of Texas at Arlington, USA, 2017

  17. Dumas G, Neural dynamics of synchronous imitative interaction
    Université Pierre et Marie Curie - Paris VI, France, 2011

  18. Falcone CM, Methods for noninvasive localization of focal epileptic activity with magnetoencephalography, Universitat Politecnica de Catalunya, Barcelona, Spain

  19. Garcia CM, Frontal parietal network function during a visuomotor task in fetal alcohol spectrum disorder: a magnetoencephalography study, University of New Mexico, USA, 2016

  20. Ghahremani A, Detection and Localization of Power and Coherence Dynamics with EEG
    McMaster University, Canada, 2013

  21. González Gil V
    Identificación biométrica basada en el electroencefalograma
    Universidad de Sevilla, Spain, 2017

  22. Guduru K, Bionano Electronics: Magneto-Electric Nanoparticles for Drug Delivery, Brain Stimulation and Imaging Applications, Florida International Univsersity, USA, 2013

  23. Homa L, Bayesian methods for source separation in magnetoencephalography
    Case Western Reserve University, USA, 2013

  24. Hutka SA, Pitch Processing Experience: Comparison of Musicians and Tone-Language Speakers on Measures of Auditory Processing and Executive Function, University of Toronto, Canada, 2015

  25. Jo HG, The Inner Sense of Free Will: Conscious Intention and Neural Substrates
    European University Viadrina, Gemany, 2014

  26. La Corte V, Systèmes de mémoire et distorsions mnésiques : approches neuropsychologique et neurophysiologique, Université Pierre et Marie Curie - Paris VI, France, 2012

  27. Lakshminarayanan K, Brain Mechanism for Enhanced Hand Function with Remote Sensory Stimulation, University of Wisconsin-Milwaukee, USA, 2016

  28. Mangalathu-Arumana J, Integration of EEG-FMRI in an Auditory Oddball Paradigm Using Joint Independent Component Analysis, Marquette University, USA, 2012

  29. Marek SA, The contribution of functional brain networks and oscillations to the development of cognitive control, University of Pittsburgh, USA, 2017

  30. Martin G, Mecanismos cerebrales implicados en el flujo de información de breves estímulos sensoriales a la conciencia y memoria de trabajo, Universidad de Buenos Aires, Argentina, 2012

  31. Melo HL, Evidence Accumulation Drives Policy Change in Decision-Making, University of Toronto, Canada, 2017

  32. Oswald V, Corrélats neuronaux de la mémoire de travail en magnétoencéphalographie à l’étatde repos, Université de Montréal, Canada, 2016

  33. Pathak Y, Neuromodulation for Depression: Insights Gained from Neuroimaging and Computational Models, Marquette University, USA, 2014

  34. Philippe AC, Régularisation du problème inverse MEG par IRM de diffusion
    Université Nice Sophia Antipolis, 2013

  35. Rana KD, Time-varying functional connectivity and dynamic neurofeedback with MEG: methods and applications to visual perception, Boston University, 2018

  36. Rodrigues JP, New methodologies for directed functional connectivity applied to brain neuroimaging research, Universidade de Lisboa, Portugal, 2015

  37. Ruiz Ulloa J, Evaluación y mejora de una herramienta open source para la representación de la conectividad funcional del cerebro mediante el uso de imágenes MEG Y MRI, Universidad Politécnica de Madrid, 2018

  38. Saloranta H, Somatosensory evoked fields after exercise induced pain, University of Jyväskylä, Finland, 2017

  39. Smith MM, Non-invasive Detection of Cortical Control Signals for Brain-Computer Interfaces
    University of Washington, USA, 2016

  40. Swedler RM, Examining Lower Extremity Motor Activity Using Magnetoencephalography
    Marquette University, USA, 2012

  41. Theodorakopoulou A, Machine learning data preparation for epileptic seizures prediction, Technological Educational Institute of Crete, 2017

  42. Hilton TJ, Classification of Pre-clinical Seizure State Transitions in Scalp EEG using Global Cross-frequency Coupling Index, University of Toronto, Canada, 2017

  43. Van Gestel HB, Human central autonomic cardiovascular regulation during exercise: brain regions involved with central command, Dalhousie University, Canada, 2013

  44. Zhang Y, Simulation and Design of Biological and Biologically-Motivated Computing Systems
    Texas A&M University, USA, 2014



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,

[30] vBulletin,

[31] DW Shattuck and RM Leahy, "BrainSuite: An Automated Cortical Surface Identification Tool," Medical Image Analysis, vol. 8, no. 2, pp. 129-142, 2002,

[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,

[33] FreeSurfer,

[34] FieldTrip, Donders Institute for Brain, Cognition and Behaviour:

[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,

[36] MS Hämäläinen. MNE software.

[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.

[41] A Gramfort, T Papadopoulo, E Olivi, and M Clerc, "OpenMEEG: Open-source software for quasistatic bioelectromagnetics," 2010,

[42] MS Hämäläinen and RJ Ilmoniemi, "Interpreting magnetic fields of the brain: minimum norm estimates," Medical and Biological Engineering and Computing, vol. 32, no. 1, pp. 35-42, 1994.

[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.

[44] RD Pascual-Marqui, "Standardized low-resolution brain electromagnetic tomography (sLORETA): technical details," Methods Find Exp Clin Pharmacol, vol. 24, no. Suppl D, pp. 5-12, 2002.

[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.

[55] WD Penny, AP Holmes, and KJ Friston, "Random effects analysis," Human brain function, vol. 2, pp. 843-850, 2004.

[56] D Pantazis and RM Leahy, Meg: An Introduction to Methods; Chapter 10: Statistical Inference in MEG Distributed Source Imaging.: Oxford Univ Pr, 2010.

[57] JA Mumford and T Nichols, "Modeling and inference of multisubject fMRI data," IEEE Engineering in Medicine and Biology Magazine, pp. 42–51, March/April 2006.

[58] Y Benjamini and Y Hochberg, "Controlling the false discovery rate: a practical and powerful approach to multiple testing," Journal of the Royal Statistical Society. Series B (Methodological), vol. 57, no. 1, pp. 289-300, 1995.

[59] T Nichols and S Hayasaka, "Controlling the familywise error rate in functional neuroimaging: a comparative review," Statistical methods in medical research, vol. 12, no. 5, p. 419, 2003.

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Pub (last edited 2018-03-15 10:23:03 by FrancoisTadel)