Karim Jerbi, PhD
Full Professor
Département de Psychologie
Université de Montréal
Quebec, Canada
Mila (Quebec AI Institute)
UNIQUE Neuro-AI Center
Canadian MEG Consortium
KJ Google scholar citation metrics
KJ publication list on PubMed
List of Publications
O'Byrne J and Jerbi K, How critical is brain criticality?, Trends in Neurosciences, 2022 (in press).
Bellemare Pepin A, Harel Y, O'Byrne J, Mageau G, Dietrich A, Jerbi K, Processing visual ambiguity in fractal patterns: Pareidolia as a sign of creativity, iScience, 2022 (in press)
Maschke C, Duclos C, Owen A, Jerbi K, Blain-Moraes S, Aperiodic brain activity and response to anesthesia vary in disorders of consciousness, bioRxiv preprint 2022.04.22.489199.
Thiery T, Rainville P, Cisek P, Jerbi, K, Distinct trajectories in low-dimensional neural oscillation state space track dynamic decision-making in humans, bioRxiv preprint 2022.06.14.494674
Thoelke P, Mantilla Ramos Y, Abdelhedi H, Maschke C, Dehgan A, Harel Y, Kemtur A, Mekki-Berrada L, Sahraoui M, Young T, Bellemare Pépin A, El Khantour C, Landry M, Pascarella A, Hadid V, Combrisson E, O'Byrne J, Jerbi K, Class imbalance should not throw you off balance: Choosing the right classifiers and performance metrics for brain decoding with imbalanced data, bioRxiv preprint (2022), doi: https://doi.org/10.1101/2022.07.18.500262
Berezutskaya J, Saive AL, Jerbi K, van Gerven M, How does artificial intelligence contribute to iEEG research?, arXiv preprint 2022, arXiv:2207.13190
Niso, G., Krol, L., Combrisson, E., Dubarry, A.S., Elliott, M., François, C., Héjja-Brichard, Y., Herbst, S., Jerbi, K., et al., Good Scientific Practice in MEEG Research: Progress and Perspectives, NeuroImage, 257, Article 119056, 2022.
Oswald V, Zerouali Y, Boulet-Craig A, Krajinovic M, Laverdière C, Sinnett D, Jolicoeur P, Lippé S, Jerbi K, Robaey P. Magnetoencephalography Resting-State Correlates of Executive and Language Components of Verbal Fluency, Scientific Reports, (2022) Jan 10;12(1):476.
Alamian, G., Lajnef T, Pascarella A, Lina JM, Knight L, Walters J, Singh KD, and Jerbi K. Altered Brain Criticality in Schizophrenia: New Insights From Magnetoencephalography. Front Neural Circuits, 2022; 16:630621. doi:10.3389/fncir.2022.630621
Hincapié Casas AS, Lajnef T, Pascarella A, Guiraud-Vinatea H, Laaksonen H, Bayle D, Jerbi K, Boulenger V. Neural oscillations track natural but not artificial fast speech: Novel insights from speech-brain coupling using MEG ,Neuroimage (2021) Dec 1;244:118577.
Thiery T, Saive A-L, Combrisson E, Dehgan A, Bastin J, Kahane P, Berthoz A, Lachaux J-P and Jerbi K, Decoding the neural dynamics of oculomotor decision making in humans PLoS Biology, (2020) Dec 10 18(12): e3000864. https://doi.org/10.1371/journal.pbio.3000864
Combrisson E, Nest T, Brovelli A, Ince R, Soto J, Guillot A and Jerbi K, Tensorpac: an open-source Python toolbox for tensor-based Phase-Amplitude Coupling measurement in electrophysiological brain signals, PLoS Comp Biol. (2020) 16 (10), e1008302
Billeke P, Ossandon T, Perrone-Bertolotti M, Kahane P, Bastin J, Jerbi K, Lachaux J-P, Pablo Fuentealba, Human anterior insula encodes performance feedback and relays prediction error to the medial prefrontal cortex, Cerebral Cortex , 2020 Feb, 30(7):4011-4025. doi:10.1093/cercor/bhaa017
Alamian G, Pascarella A, Lajnef T, Knight L, Walters J, Singh KD and Jerbi K, Patient, interrupted: MEG oscillation dynamics reveal temporal dysconnectivity in schizophrenia, NeuroImage: Clinical (2020), Vol 28, 1024852020
Caplette L, Ince RAA, Jerbi K and Gosselin F, Disentangling presentation and processing times in the brain, NeuroImage (2020), 218, 116994.
Meunier D, Pascarella A, Altukhov D, Jas M, Combrisson E, Lajnef T, Bertrand-Dubois D, Hadid V, Alamian G, Alves J, Barlaam F, Saive A-L, Dehgan A and Jerbi K, NeuroPycon: A free Python toolbox for fast multi-modal and reproducible brain connectivity, NeuroImage (2020), 219, 117020
Andersen LM, Jerbi K, Dalal SS. Can electro- and magnetoencephalography detect signals from the human cerebellum? NeuroImage, Jul 15;215:116817. doi: 10.1016/j.neuroimage.2020.116817.(2020)
Bourguignon M, Jousmäki V, Dalal SS, Jerbi K, De Tiège X, Coupling between human brain activity and body movements: Insights from non-invasive electromagnetic recordings, NeuroImage (2019), 203, 116177
Combrisson E, Vallat R, O'Reilly C, Jas M, Pascarella A, Saive AL, Thiery T, Meunier D, Altukhov D, Lajnef T, Ruby P, Guillot A and Jerbi K, Visbrain: A multi-purpose GPU-accelerated open-source suite for multimodal brain data visualization, Frontiers in Neuroinformatics (2019) 13:14 doi: 10.3389/fninf.2019.00014
Di Rienzo F, Barlaam F, Daligault S, Delpuech C, Roy A, Brtrand O, Jerbi K, Schmitz C, Tracking the acquisition of anticipatory postural adjustments during a bimanual load-lifting task: A MEG study, Human Brain Mapping, 2019 Jul;40(10):2955-2966.
Boulet-Craig A, Robaey P, Barlaam F, Laniel J, Oswald V, Jerbi K, Sultan S, Affret-Bertout L, Drouin S, Krajinovic M, Laverdière C, Sinnett D, Jolicoeur P, Lippé S. Visual short-term memory activation patterns in adult survivors of childhood acute lymphoblastic leukemia", Cancer. 2019 Jul 16. doi: 10.1002/cncr.32374.
Breton A, Ligneul R, Jerbi K, George N, Baudouin J-Y, Van der Henst JB, How occupational status influences the processing of faces: an EEG study, Neuropsychologia 2019 Jan;122:125-135.
Ossadtchi A, Altukhov D, Jerbi K Phase shift invariant imaging of coherent sources (PSIICOS) from MEG data, NeuroImage 2018 Dec;183:950-971.
Thiery T, Lajnef, T, Combrisson E, Dehgan A, Rainville P, Mashour G, Blain-Moraes S and Jerbi K, Long-range temporal correlations in the brain distinguish conscious wakefulness from induced unconsciousness, NeuroImage 2018 Oct 1;179:30-39 [download PDF]
Palva JM, Wang SH, Palva S, Zhigalov A, Monto S, Brookes MJ, Schoffelen JM, and Jerbi K. Ghost interactions in MEG/EEG source space: A note of caution on inter-areal coupling measures, NeuroImage 2018 Jun;173:632-643. doi: 10.1016/j.neuroimage.2018.02.032.
Knoth IS, Lajnef T, Rigoulot S, Lacourse K, Vannasing P, Michaud JL, Jacquemont S, Major P, Jerbi K, Lippé S. Auditory repetition suppression alterations in relation to cognitive functioning in fragile X syndrome: a combined EEG and machine learning approach. J Neurodev Disord. 2018 Jan 29;10(1):4. doi: 10.1186/s11689-018-9223-3.
Oswald V, Zerouali Y, Boulet-Craig A, Krajinovic M, Laverdière C, Sinnett D, Jolicoeur P, Lippé S, Jerbi K, Robaey P, Spontaneous brain oscillations as neural fingerprints of working memory capacities: A resting-state MEG study, Cortex 2017 Dec;97:109-124. doi: 10.1016/j.cortex.2017.09.021.
Combrisson E, Vallat R, Eichenlaub J-B, O'Reilly C, Lajnef T, Guillot A, Ruby P, Jerbi K, Sleep: an open-source python software for visualization, analysis and staging of sleep data, Frontiers in Neuroinformatics 2017 11:60. doi: 10.3389/fninf.2017.00060 [Open Access]
Alamian G, Hincapié A-S, Pascarella A, Thiery T, Combrisson E, Martel V, Althukov D, Haesebaert F and Jerbi K, Measuring alterations in oscillatory brain networks in Schizophrenia with resting-state MEG: State-of-the-art and methodological challenges, Clin Neurophysiology 2017 Sep;128(9):1719-1736.
Hincapié A-S, Kujala J, Mattout J, Pascarella A, Daligault S, Delpuech C, Mery, D, Cosmelli D, Jerbi K. The impact of MEG source reconstruction method on source-space connectivity estimation: A comparison between minimum-norm solution and beamforming. NeuroImage 2017 May 4;156:29-42. doi: 10.1016/j.neuroimage.2017.04.038
Alamian G, Hincapié A-S, Combrisson E, Thiery T, Martel V, Althukov D and Jerbi K, Alterations of Intrinsic Brain Connectivity Patterns in Depression and Bipolar Disorders: A Critical Assessment of MEG-based Evidence, Front. Psychiatry [Neuroimaging & Stimulation] 2017 8:41. doi: 10.3389/fpsyt.2017.00041 [Open access here]
Vallat R, Lajnef T, Eichenlaub JB, Berthomier C, Jerbi K, Morlet D, Ruby PM. Increased Evoked Potentials to Arousing Auditory Stimuli during Sleep: Implication for the Understanding of Dream Recall. Front Hum Neurosci. 2017 Mar 21;11:132. doi: 10.3389/fnhum.2017.00132. [Open access here]
Boulet-Craig A, Robaey P, Lacourse K, Jerbi K, Oswald V, Krajinovic M, Laverdière C, Sinnett D, Jolicoeur P, Lippé S. Visual Short Term Memory Related Brain Activity Predicts Mathematical Abilities. Neuropsychology 2017 Apr 6. doi: 10.1037/neu0000349.
Rigoulot S, Knoth IS, Lafontaine MP, Vannasing P, Major P, Jacquemont S, Michaud JL, Jerbi K, Lippé S. Altered visual repetition suppression in Fragile X Syndrome: New evidence from ERPs and oscillatory activity. Int J Dev Neurosci. 2017 Mar 19;59:52-59. doi: 10.1016/j.ijdevneu.2017.03.008.
Lajnef T, OReilly C, Combrisson E, Chaibi S, Eichenlaub J-B, Ruby P, Aguera P-E, Samet M, Kachouri A, Frenette S, Carrier J and Jerbi K, Meet Spinky: An open-source Spindle and K-complex detection toolbox validated on the open-access Montreal Archive of Sleep Studies (MASS), Front Neuroinform 2017 11:15. doi: 10.3389/fninf.2017.00015 [Open access here]
Combrisson E, Perrone-Bertolotti M, Soto JLP, Alamian G, Kahane P, Lachaux JP, Guillot A and Jerbi K. From intentions to actions: Neural oscillations encode motor processes through phase, amplitude and phase-amplitude coupling. NeuroImage 2017 Feb 15;147:473-487. doi: 10.1016/j.neuroimage.2016.11.042 [download PDF]
Soto JLP, Lachaux JP, Baillet S and Jerbi K, A multivariate method for estimating cross-frequency neuronal interactions and correcting linear mixing in MEG data, using canonical correlations. J Neuroscience Methods 2016 Sep 15;271:169-81. doi:10.1016/j.jneumeth.2016.07.017
Thiery T, Lajnef T, Jerbi K, Arguin M, Aubin M, Jolicoeur P (2016) Decoding the Locus of Covert Visuospatial Attention from EEG Signals. PLoS ONE 11(8): e0160304. doi:10.1371/journal.pone.0160304 [Open Access]
Bastin J, Deman P, David O, Gueguen M, Benis D, Minotti L, Hoffman D, Combrisson E, Kujala J, Perrone-Bertolotti M, Kahane P, Lachaux JP and Jerbi K. Direct Recordings from Human Anterior Insula Reveal its Leading Role within the Error-Monitoring Network. Cerebral Cortex 2016 Jan 20. pii: bhv352
Hincapié A-S, Kujala J, Mattout J, Daligault S, Delpuech C, Mery D, Cosmelli D, and Jerbi K. MEG Connectivity and Power Detections with Minimum Norm Estimates Require Different Regularization Parameters. Computational Intelligence & Neuroscience Volume 2016 (2016), Article ID 3979547 [Open access here]
Foster BL, He BJ, Honey CJ, Jerbi K, Maier A and Saalmann YB. Spontaneous Neural Dynamics and Multi-scale Network Organization. Front. Syst. Neurosci. 2016 10:7. doi: 10.3389/fnsys.2016.00007 [Open access here]
Kujala J, Jung J, Bouvard S, Lecaignard F, Lothe A, Bouet R, Ciumas C, Ryvlin P and Jerbi K. Gamma oscillations in V1 are correlated with GABA-A receptor density: A multi-modal MEG and Flumazenil-PET study Sci Rep 2015 Nov 17;5:16347. doi: 10.1038/srep16347 [Open access here]
Lajnef T, Chaibi S, Eichenlaub J, Ruby PM, Aguera P, Samet M, Kachouri A and Jerbi K. Sleep spindle and K-complex detection using tunable Q-factor wavelet transform and morphological component analysis. Front. Hum. Neurosci. 2015 9:414. doi: 10.3389/fnhum.2015.00414
Combrisson E & Jerbi K, "Exceeding chance level by chance: The caveat of theoretical chance levels in brain signal classification and statistical assessment of decoding accuracy", Journal of Neuroscience Methods, 2015 Jul 30;250:126-36. doi: 10.1016/j.jneumeth.2015.01.010 [download PDF]
Lajnef T, Chaibi S, Ruby P, Aguera P-E, Eichenlaub J-B, Samet M, Kachouri A, Jerbi K "Learning machines and sleeping brains: Automatic sleep stage classification using decision-tree multi-class support vector machines" Journal of Neuroscience Methods, 2015 Jul 30;250:94-105. doi:10.1016/j.jneumeth.2015.01.022 [download PDF]
Vidal JR, Perrone-Bertolotti M, Levy J, De Palma L, Minotti L, Kahane P, Bertrand O, Lutz A, Jerbi K, Lachaux JP. "Neural repetition suppression in ventral occipito-temporal cortex occurs during conscious and unconscious processing of frequent stimuli", Neuroimage 2014 Jul 15;95:129-35.
Hamamé CM, Vidal JR, Perrone-Bertolotti M, Ossandón T, Jerbi K, Kahane P, Bertrand O, Lachaux J-P, "Functional selectivity in the human occipitotemporal cortex during natural vision: evidence from combined intracranial EEG and eye-tracking" Neuroimage 2014 Jul 15;95:276-86.
Breton A, Jerbi K, Henaff MA, Cheylus A, Baudouin JY, Schmitz C, Krolak-Salmon P, Van der Henst JB, "Face the hierarchy: ERP and oscillatory brain responses in social rank processing" PLoS One 2014 Mar 12;9(3):e91451. doi: 10.1371/journal.pone.0091451.
Dalal SS, Osipova D, Bertrand O & Jerbi K "Oscillatory activity of the human cerebellum: the intracranial electrocerebellogram revisited", Neuroscience & Biobehavioral Reviews 2013 Feb 13; 37(4):585-593.
Korczyn A, Schachter S, Brodie MJ, Dalal SS, Engel J, Guekht A, Hecimovic H, Jerbi K, Kanner AM, Landmark CJ, Mares P, Marusi? P, Meletti S, Mula M, Patsalos PN, Reuber M, Ryvlin P, tillová K, Tuchman R, Rektor I, "Epilepsy, cognition, and neuropsychiatry", Epilepsy & Behavior, 2013 Aug;28(2):283-302.
Perrone-Bertolotti M, Kujala J, Vidal Juan R., Hamame CM., Ossandon T, Bertrand O, Minotti L, Kahane P, Jerbi K, and Lachaux J-P, "How silent is silent reading? Intracerebral evidence for top-down activation of temporal voice areas during reading", J Neurosci. 2012 Dec 5; 32(49):17554-62.
Gross J, Baillet S, Barnes GR, Henson RN, Hillebrand A, Jensen O, Jerbi K, Litvak V, Maess B, Oostenveld R, Parkkonen L, Taylor JR, van Wassenhove V, Wibral M, Schoffelen J-M "Good-practice for conducting and reporting MEG research" NeuroImage 2012 Oct 6. pii: S1053-8119(12)00989-5. doi: 10.1016/j.neuroimage.2012.10.001.
Juan Soto & Karim Jerbi, "Investigation of Cross-Frequency Phase-Amplitude Coupling in Visuomotor Networks Using Magnetoencephalography", 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'12, Aug 28th - Sept 1st, 2012, San Diego, CA, USA. [download PDF]
Worrell GA, Jerbi K, Kobayashi K, Lina JM, Zelmann R, Le Van Quyen M. Recording and analysis techniques for high-frequency oscillations. Prog Neurobiol. 2012 Sep;98(3):265-78.
Bastin J, Lebranchu P, Jerbi K, Kahane P, Orban G, Lachaux JP, Berthoz A. Direct recordings in human cortex reveal the dynamics of gamma-band [50-150Hz] activity during pursuit eye movement control. NeuroImage. 2012 Jul 20;63(1):339-347.
Vidal J, Freyermuth S, Jerbi K, Hamamé C, Ossandon T, Bertrand O, Minotti L, Kahane P, Berthoz A, and Lachaux JP, Long-distance amplitude correlations in the high gamma-band reveal segregation and integration within the reading network" J Neurosci. 2012 Mar 7;32(10):3414-3421.
Ossandon T, Vidal J, Ciumas C, Jerbi K, Hamamé C, Dalal S, Bertrand O, Minotti L, Kahane P, and Lachaux JP, "Efficient 'Pop-Out' Visual Search Elicits Sustained Broadband Gamma Activity in the Dorsal Attention Network" J Neurosci. 2012 Mar 7;32(10):3414-21.
Dalal SS, Vidal JR, Hamame CM, Ossandon T, Bertrand O, Lachaux JP, Jerbi K. Spanning the rich spectrum of the human brain: Slow waves to gamma and beyond. Brain Struct Funct, 216(2), pp J77-84., 2011
Dalal SS, Hamamé CM, Eichenlaub JB, Jerbi K. Intrinsic Coupling between Gamma Oscillations, Neuronal Discharges, and Slow Cortical Oscillations during Human Slow-Wave Sleep. J Neurosci. 2010 Oct 27;30 (43):14285-7.
Ossandon T, Jerbi K, Vidal J, Bayle D, Henaff MA, Jung J, Minotti L, Bertrand O, Kahane P, and Lachaux JP. Transient suppression of broadband gamma power in the default-mode network is correlated with task complexity and subject performance. J Neurosci. 2011 Oct 12;31(41):14521-30.
Ogawa T, Riera J, Goto T, Sumiyoshi A, Nonaka H, Jerbi K, Bertrand O, and Kawashima R. Large-scale heterogeneous representation of sound attributes in rat primary auditory cortex: From unit activity to population dynamics . J Neurosci. 2011 Oct 12;31(41):14639-53.
Hamamé CM, Vidal JR, Ossandón T, Jerbi K, Dalal SS, Minotti L, Bertrand O, Kahane P, Lachaux JP. Reading the mind's eye: Online detection of visuo-spatial working memory and visual imagery in the inferior temporal lobe. Neuroimage. 2012 Jan 2;59(1):872-9. Epub 2011 Aug 3.
Aguera P-E, Jerbi K, Caclin A and Bertrand O. ELAN: A software package for analysis and visualization of MEG, EEG, and LFP signals. Comput Intell Neurosci, pp 158970, 2011.
Jerbi K, Vidal JR, Mattout J, Maby E, Lecaignard F, Ossandon T, Hamamé CM, Dalal SS, Bouet R, Lachaux JP, Leahy RM, Baillet S, Garnero L, Delpuech C, Bertrand O. Inferring hand movement kinematics with MEG, EEG and intracranial EEG: from brain-machine interfaces to motor rehabilitation. IRBM BioMedical Engineering and Research, 32(1), pp 8-18, 2011
Jerbi K, Vidal JR, Ossandon T, Dalal SS, Jung J, Hoffmann D, Minotti L, Bertrand O, Kahane P, Lachaux JP. Exploring the electrophysiological correlates of the default-mode network with intracerebral EEG. Front Syst Neurosci. 2010 Jun 28;4:27.
Luo L, Rodriguez E, Jerbi K, Lachaux JP, Martinerie J, Corbetta M, Shulman GL, Piomelli D, Turrigiano GG, Nelson SB, Joëls M, de Kloet ER, Holsboer F, Amodio DM, Frith CD, Block ML, Zecca L, Hong JS, Dantzer R, Kelley KW, Bud Craig AD. Ten years of Nature Reviews Neuroscience: insights from the highly cited. Nat Rev Neurosci. 2010 Oct;11(10):718-26.
Jung J, Jerbi K, Ossandon T, Ryvlin P, Isnard J, Bertrand O, Guénot M, Mauguière F, Lachaux JP. Brain responses to success and failure: Direct recordings from human cerebral cortex. Hum Brain Mapp. 2010 Aug;31(8):1217-32.
Vidal JR, Ossandón T, Jerbi K, Dalal SS, Minotti L, Ryvlin P, Kahane P, Lachaux JP. Category-Specific Visual Responses: An Intracranial Study Comparing Gamma, Beta, Alpha, and ERP Response Selectivity. Front Hum Neurosci. 2010 Nov 11;4:195
Jerbi K, Freyermuth S, Dalal SS, Kahane P, Bertrand O, Berthoz A, Lachaux J-P, " Saccade Related Gamma-Band Activity in Intracerebral EEG: Dissociating Neural from Ocular Muscle Activity. " Brain Topogr. 2009 Jun; 22:18-23.
Jerbi K and Bertrand O "Cross-frequency coupling in parieto-frontal oscillatory networks during motor imagery revealed by magnetoencephalography" Front. Neurosci. 2009, 3, 1:3-4.
Jerbi K, Freyermuth S, Minotti L, Kahane P, Berthoz A and Lachaux J-P, " Watching Brain TV and Playing Brain Ball: Exploring novel BCI strategies using real-time analysis of human intracranial data ", Int Rev Neurobiol. 2009;86:159-68.
Jerbi K, Ossandon T, Hamamé CM, Senova S, Dalal S, Jung J, Minotti L, Bertrand O, Berthoz AM, Kahane P and Lachaux J-P. Task-Related Gamma-Band Dynamics From an Intracerebral Perspective: Review and Implications for Surface EEG and MEG. Hum Brain Mapp., 2009 Jun; 30(6):1758-71.
Dalal SS, Baillet S, Adam C, Ducorps A, Schwartz D, Jerbi K, Bertrand O, Garnero L, Martinerie J and Lachaux J-P. Simultaneous MEG and intracranial EEG recordings during attentive reading. NeuroImage 2009 May 1;45(4):1289-304.
Soto JLP, Pantazis D, Jerbi K, Lachaux J-P, Garnero L and Leahy RM. Detection of event-related modulations of oscillatory brain activity with multivariate statistical analysis of MEG data. Hum Brain Mapp. 2009 Jun;30(6):1922-34.
Jerbi K, Hamamé CM, Ossandon T and Dalal SS. Role of Posterior Parietal Gamma Activity in Planning Prosccades and Antisccades. J Neurosci, 2008 Dec 17; 28(51):13713-5.
Jerbi K, Lachaux J-P, N'Diaye K, Pantazis D, Leahy RM, Garnero L and Baillet S. Coherent neural representation of hand speed in humans revealed by MEG imaging. Proc. Nat. Acad. Sci. USA, 2007 May 1;104(18):7676-81.
Lachaux JP, Jerbi K, Bertrand 0, Minotti L, Hoffmann D, Schoendorff B and Kahane K. A Blueprint for Real-Time Functional Mapping via Human Intracranial Recordings. PLoS ONE. 2007 Oct 31;2(10):e1094.
Cottereau B, Jerbi K, Baillet S. Multiresolution imaging of MEG cortical sources using an explicit piecewise model. NeuroImage. 2007 Nov 15;38(3):439-51.
Lachaux JP, Jerbi K, Bertrand O, Minotti L, Hoffmann D, Schoendorff B, Kahane P. BrainTV: a novel approach for online mapping of human brain functions. Biol Res. 2007;40(4):401-13.
Besserve M, Jerbi K, Laurent F, Baillet S, Martinerie J and Garnero L. Classification methods for ongoing EEG and MEG signals. Biol Res. 2007;40(4):415-37.
Jerbi K, Baillet S, Mosher JC, Nolte G, Garnero L and Leahy RM, "Localization of Realistic Cortical Activity in MEG Using Current Multipoles", NeuroImage, 2004 Jun;22(2):779-93.
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.
Jerbi K, Lionheart WRB, Vauhkonen PJ and Vauhkonen M. Sensitivity Matrix and Reconstruction Algorithm for EIT Assuming Axial Uniformity. J. Physiological Measurement, Volume 21, Issue 1, pp. 61-66, 2000.
Chapters in Edited Books
Vidal JR, Hamame CM, Jerbi K, Dalal SS, Ciumas C, Perrone-Bertolotti M, Ossandon T, Minotti L, Kahane P, Lachaux JP (2011). Localizing cognitive functions in epilepsy with intracranial gamma-band dynamic responses. In Helmstaedter, C., Lassonde, M., Hermann, B., Kahane, P., and Arzimanoglou, A. Neuropsychology in the Care of People with Epilepsy. Paris: John Libbey Eurotext.
Jerbi K, Freyermuth S, Minotti L, Kahane P, Berthoz A and Lachaux J-P, Watching Brain TV and Playing Brain Ball: Exploring novel BCI strategies using real-time analysis of human intracranial data, Chapter in Int Rev Neurobiol. 2009;86:159-68.
KJ Google scholar citation metrics
KJ publication list on PubMed
Invited Talks, Lectures & Courses
K Jerbi "Proustian memory and dreams in brains and machines,” Keynote lecture at ISEA 2020, Oct 13th, 2020.
K Jerbi "MEG and EEG in the age of machine learning: Data-driven versus Hypothesis-driven science”, Live MEEG 2020 Marseille, Oct 7th, 2020
K Jerbi "Collaborative tools in MEG/EEG research” Session chair, Live MEEG 2020 Marseille, Oct 6th, 2020
K Jerbi "Unifying Neuroscience and AI in Québec: The UNIQUE center” at OHBM LOC “Collaborative Neuroscience Research in Montreal and the Province of Quebec”, Organization for Human Brain Mapping (OHBM) Annual Meeting. June 26th, 2020
K Jerbi "Brainhacking: Human electrophysiology – MEG, EEG and intracranial EEG”, Brainhack School 2020 – May 11th- June 5th, 2020, Montreal. (live online presentation)
K Jerbi "Neuro-AI: New frontiers in machine learning, neuroscience and mental health", Quebec-Bayern Symposium: AI for Medical Applications (WKS), Munich, Germany, 21 Janv, 2020
K Jerbi "Leveraging AI and multimodal brain imaging to unravel large-scale neural network dynamics in health and disease", Lerner Research Institute, Cleveland Clinic 30, Janv 2020
K Jerbi "Intelligence Artificielle, Apprentissage Machine et Neurosciences: Une Introduction", Groupe d'intérêt en neurologie de l'Université de Montréal (GINUM), Université de Montréal, 24 Fév, 2020
K Jerbi "Introduction à l’apprentissage automatique" AG - Genium 360 – Nov 28th, 2019, Montréal, QC, Canada
K Kerbi "La science des données et des cerveaux: nouvelle synergie et applications cliniques" Innove-Action, Nov 19th, 2019, CR-CHUM, Montréal, QC, Canada.
K Jerbi "Intelligence artificielle et troubles mentaux de l’enfant et de l’adolescent" Journée annuelle de la Division de la psychiatrie de l’enfant et de l’adolescent, Nov 8, 2019, Montréal, QC, Canada.
K Jerbi "From data-science to brain-science: An introduction to Machine Learning" Toolkit for AI (IVADO-IRCM) 11 Oct 2019, Montréal, QC, Canada.
K Jerbi "Décodage et encodage cognitif: Nouvelles frontières entre intelligence artificielle et biologique", 8 Oct 2019 (Colloque Line Garnero), ICM, Paris, France.
K Jerbi "Intelligence Artificielle et Troubles Neurodéveloppementaux", (Premier Congrés Tuniso-Francophone sur les TND), 27 Sept 2019, Sousse, Tunisie.
K Jerbi "Intelligence artificielle et neurosciences cognitives: Une nouvelle amitié", (Colloque annuel du COGNAC, UQTR) 6 Sept 2019, Trois-Rivières, QC, Canada.
K Jerbi "Introduction à l’apprentissage machine et exemples d’applications en neurosciences cliniques et cognitives" 30 mai 2019 (Symposium : Intelligence Artificielle en Neurochirurgie et Neurologie), CRCHUM, Montreal, QC, Canada.
K Jerbi Discussion Pannel @ MTL
K Jerbi "La science des données en neurosciences cognitives et cliniques : Application de l’apprentissage machine aux données EEG et MEG" 22 mai 2019 au CRIUGM, Montreal, QC, Canada.
K Jerbi "Data-mining the human brain: Basic principles of machine learning and data-driven neuroscience", Opening lecture at the MEG UK 2019 Workshop: Machine learning and multivariate methods in M/EEG applications (April 15th, 2019)
K Jerbi "La science des données en neurosciences cognitives et cliniques : Application de l’apprentissage machine aux données EEG et MEG" Feb 14, 2019, UQAM, Montreal, QC, Canada.
K Jerbi "Data science meets brain science: Decoding brain function and dysfunction through artificial intelligence" @ HBHL Workshop: ML for the Cognitive Neurosciences Oct 16, 2018, McGill University, Montreal, QC, Canada.
K Jerbi "Data-driven research in neuroscience using electroencephalography (EEG) and magnetoencephalography (MEG)", Nov 9, 2018, Invited seminar, Physics Dept, Concordia University, Montréal, QC, Canada.
K Jerbi “Data science meets brain science: Decoding brain function and dysfunction through artificial intelligence”. Artificial Intelligence and Epilepsy symposium, Canadian League Against Epilepsy (CLAE), September 21-23, 2018, St. John’s, Newfoundland, Canada.
K Jerbi "Intelligence artificielle et Neurosciences: Nouvelles perspectives en sant頭entale", Institut universitaire en sant頭entale de Montr顬 (IUSMM), June 1st, 2018, Montr顬.
K Jerbi Decoding brain dysfunction using MEG and EEG: The promise of data-driven approaches Invited talk at Intelligence Artificielle & M餥cine (IAM), May 5th, 2018, Montr顬.
K Jerbi Unraveling large-scale oscillatory brain dynamics in health and disease: Contributions from MEG, intracranial EEG and data-driven approaches Invited talk at the Douglas Neuroscience For Mental Health Seminar Series. Feb 19th, 2018, Montr顬.
K Jerbi Exploration du r𬥠fonctionnel des r鳥aux c鲩braux oscillatoires: Apport de la magn鴯enc鰨alographie et de lEEG intracr⮩en Invited lecture at CogNAC (Cognition, Neurosciences, Affect et Comportement), Universit頤u Qu颥c ࠔrois-Rivi貥s, Feb 22nd, 2018, Trois-Rivi貥s, Qu颥c.
K Jerbi "Large-scale Dynamics underlying brain function and dysfunction: Combining MEG with machine learning" Keynote lecture at the 2nd annual NIH MEG-North America Workshop, Nov 9th, 2017, NIH, Washington DC, USA.
K Jerbi "Data-driven neuroscience: Learning machines and the neuronal black box" PERFROM Colloquium, Sept 13th, 2017, Concordia University, Montr顬.
K Jerbi "Neuronal oscillations and brain network dynamics: Insights from MEG, intracranial EEG and machine learning", GRSNC seminar series, Sept 29th, 2017, University of Montr顬.
K Jerbi "Decoding rhythmic and arrhythmic brain dynamics: New adventures in MEG", Keynote lecture @ MEG Nord Meeting 2017. Aarhus University, Denmark
K Jerbi "Introduction to Brain Connectivity: Basic principles, interaction metrics and current trends", Summer School on Brain Connectivity: From theory to application, Québec - May 15th-16th 2017
K Jerbi "Conscience, neuro-magnétisme et intelligence artificielle ", Pint of Science, (Science outreach event), May, 2017.
K Jerbi "Data science meets brain science: Hacking cognition and brain disorders through artificial intelligence", Invited Lecture, part of the Douglas Cerebral Imaging Centre Lecture series:Douglas Hospital, Montreal, Jan 18th, 2017.
K Jerbi "A Tale of Christmas Trees and Neuronal Forests: Exploring Functional Brain Networks Through Connectivity and Machine Learning", Invited Lecture at The Feindel Brain Imaging Lecture Series, Monday, Montreal Neurological Institute, McGill University, December 19, 2016.
K Jerbi "The curse of modality and why gamma oscillations might be a peacemaker: Bridging MEG, fMRI, intracranial EEG and GABA neurotransmission" Symposium: Multimodal Insights into Neural Oscillations (Chairs: Christopher Edgar and Karim Jerbi) Biomag 2016, Seoul, South Korea, 02/10/2016
K Jerbi "Sailing the surface or diving into the deep ? Insights from simultaneous invasive and non-invasive brain recordings" Invited Symposium lecture, Session: Simultaneous recordings of MEG and intracranial EEG, (Organizers: Christian-G. Bénar and Sarang Dalal) 05/10/2016, Biomag 2016, Seoul, South Korea
K Jerbi "Detection of long-range coupling in MEG source-space: Does the choice of inverse method matter?" Invited Sattelite talk, Biomag 2016, Seoul, South Korea, 02/10/2016
K Jerbi "Le neuropiratage: L'intelligence artificielle au service des neurosciences " Invited talk at the Canadian "Pint of Science" event 2016. Montréal, Quebec, Canada, 24/05/2016
K Jerbi "Connectivité cérébrale et cognition : Etudes en magnétoencéphalographie et en EEG intracrânien " Lecture @ Consortium d'imagerie en neurosciences et santé mentale de Québec (CINQ), Quebec, Canada, Thursday 18/02/2016
K Jerbi " Is brain computing the next big revolution?" @ BCI Café at McGill University organized by Hacking Health Montréal & BCI Montréal, 12/05/2015
K Jerbi "Auditory brainscapes or neural soundscapes? A multi-scale exploration of oscillatory brain dynamics during auditory perception" invited lecture at the international laboratory for Brain, Music, and Sound Research (BRAMS), Montréal, Thursday, April 16 2015
K Jerbi " Riding the neural roller coaster: brain oscillations from mechanisms to cognition ", Keynote talk at the MEG training program, McGill University, Mars 16, 2015
K Jerbi "Hacking the brain: Science or fiction ?" organized by Noös Montréal - Regard sur les technologies de demain, La Gare, Mile-End, 28/07/2015
K Jerbi "Le mystère des ondes Gamma: Une passerelle secrète entre neuroimagerie, électrophysiologie et neurochimie?" Invited Talk @ Unité de Neuroimagerie Fonctionnelle (UNF) of the Centre de recherche de lInstitut universitaire de gériatrie de Montréal (CRIUGM), Université de Montréal, QC, Canada. Sept 18th, 2014.
K Jerbi "The Gamma People: From 50s science-fiction to 21st century electronica", Keynote talk, Brain & Mind Symposium 2014, Brain & Mind Doctoral Program, Hotel Aavaranta, Espoo/Kirkkonummi, Finland. September 11th, 2014
K Jerbi "The neurophysiological basis of the default-mode network" at the 2014 Canadian Association for Neuroscience Annual Meeting, Symposium title: Large-scale brain dynamics: combining insights from intracranial EEG and fMRI (Chaired by: K Jerbi & C Honey). Montreal, QC, Canada. May 27, 2014
K Jerbi "The electrophysiological correlates of resting-state connectivity: Combining insights from intracranial EEG and fMRI" 6th workshop of the Computational Neuroscience Network in Marseille, France, March 28, 2014."
K Jerbi "Measuring Cortical Interactions with EEG, MEG and Intracranial EEG". Invited lecture at the Symposium on cutting-edge EEG methods. Berlin School of Mind and Brain, Germany. February 20, 2014
K Jerbi "French Kiss and Hits from the 80s: How Pop Culture continues to inspire today's MEG research" MEG Centre Inauguration Conference, ICM, Paris, France, December 3, 2013.
K Jerbi "The electrophysiology of the brain's default-mode network: Insights from intracranial EEG". Workshop on Scale-free Dynamics and Networks in Neurosciences, Montréal, October 24, 2013
K Jerbi "Exploration des interactions à large-échelle dans les réseaux de repos: Étude combinée IRM fonctionnelle et EEG intracrânien" Analyses en Neurosciences : connectivité, transfert d'information et réseaux, Journée IXXI, Lyon, 14 Octobre 2013.
K Jerbi "Hunting high and low: How music from the 80s continues to inspire modern day neuroscience" Keynote lecture at the MEG 2013 Workshop: "Disentangling the Brainweb: A perspective from Magnetoencephalography", June 24th 25th, 2013, CiMEC, Rovereto, Italy.
K Jerbi "Intracranial Explorations of the Human Brain in Action and at Rest: Perspectives for Brain-Computer Interfaces" June 19th, 2013, Invited Talk at the Centre for Systems Neuroscience, University of Leicester, Leicester, UK.
K Jerbi "Imagerie multi-échelle et multi-modale de la communication cérébrale: Réseaux de la perception, de l'action et du repos, et leurs altérations pathologiques" Invited Talk June 4th, 2013, Université de Montréal, Montréal, Quebec, Canada.
K Jerbi "Saccade decision and planning: Direct recordings in human parieto-frontal networks" at the 3rd International Symposium on "The Biology of Decision Making" May 29-30, Paris, 2013
K Jerbi "Using MEG and intracranial EEG to unravel the role of high and low-frequency neuronal activity in goal-directed and default-mode networks" Invited Talk, CUBRIC Seminar Cardiff University Brain Research Imaging Center, Cardiff, April 29th, 2013
K Jerbi "Connectivity analysis and cross-frequency coupling in MEG source space: From theory to application in real MEG data and perspectives for psychiatric disorders" Methodological school "Data Processing in EEG/MEG", Moscow, Russia, April, 16- 30, 2013
K Jerbi "Brain Computer Interfaces (BCI): Decoding intentions from Intracranial EEG", Symposium on Intracerebral explorations and stimulations in neuropsychiatric disorders, Entretiens Jacques Cartier 2012, Lyon, Nov 19th, 2012.
K Jerbi "Investigating task-based and resting-state networks with MEG and intracranial EEG", Oct 11th, 2012, Institut de Neurosciences des Systèmes, Marseille, France.
K Jerbi "Magnétoencéphalographie (MEG): Imagerie de la dynamique des réseaux cérébraux et nouvelles perspectives cliniques" 4th Annual Meeting of ITMO / Aviesan "Technologies pour la Santé"Oct 9th, 2012, Lille, France.
K Jerbi "The Squid, the BOLD and the Electrode: hunting down the brain's intrinsic networks", Invited Symposium Speaker at Biomag 2012 - "Network connectivity measurement: MEG Methodology", August 2012, Paris, France.
K Jerbi "Turning thoughts into actions with Brain-Machine Interfaces (BMIs): State-of-the-art and future challenges", Keynote Lecture, CHIST-ERA Conference, 5-6 July, 2012, Edinburgh, UK.
K Jerbi "Decoding intentions: How promising is high-frequency brain activity for brain-machine interfaces?" Invited Talk, 2nd International Congress on Epilepsy, Brain & Mind, March 29-31, 2012, Prague, Czech Republic.
K Jerbi "Measuring long-range neuronal coupling with Magnetoencephalography and intracranial EEG: From basic neuroscience to clinical applications" NIPS 2011 Satellite Meeting on Causal Graphs: Linking Brain Structure to function. Dec 11th, 2011. Carmen de la Victoria, Granada, Spain.
K Jerbi "Measuring long-range cortical coupling in MEG and intracranial EEG: from basic research to clinical applications." Invited lecture at Grenoble Institut des Neurosciences (GIN), Séminaire de Modélisation du Vivant en Région Rhône Alpes, France, Dec 7th, 2011.
K Jerbi "Mise en évidence de réseaux de contrôle visuomoteur et oculomoteur", Advanced Course - JIRFNI sur les oscillations cérébrales en MEG-EEG. Institut du Cerveau et de la Moelle Épinière, October 19th, 2011 - Paris, France.
K Jerbi "HFOs to understand cognition (why not BOLD?)" Invited talk at the High Frequency Oscillations in Cognition and Epilepsy meeting, Montreal Neurological Institute, June 3rd, 2011.
K Jerbi "Enter the brain matrix: from neural synchrony to cognition and brain-machine interfaces." 7th World Life Science Forum. BioVision 2011. March 27-29, 2011, Lyon, France, 2011.
K Jerbi "Large-scale brain dynamics of perceptuo-motor behavior: Insights from MEG and intracerebral EEG and implications for future Brain Computer Interfaces" January 25th 2011 at Centro Interdisciplinario de Neurosciencia, Pontificia Universidad Catolica de Chile, Santiago de Chile, Chile.
K Jerbi " Presentación de la Toolbox ELAN para analisis del EEG" January 26th, 2011, Pontificia Universidad Catolica de Chile, Santiago de Chile, Chile.
K Jerbi "Peut-on détecter l'activité du cervelet avec la MEG ?", 2-Day MEG Workshop, Lyon, December 2nd, 2010.
K Jerbi "Intégration visuo-motrice et Magnétoencéphalographie", Journée Line Garnero, "L'imagerie cérébrale dans tous ses états !", Amphithéâtre de l'Institut du Cerveau et de la Moelle Epinière (ICM), Paris, Nov 26th, 2010
K Jerbi "Large-scale cortical network dynamics mediating visuomotor and oculomotor behavior: insights from MEG and intracranial EEG", Institute for clinical Neuroscience and medical Psychology, Düsseldorf University Hospital, Düsseldorf, Germany, Nov 18th, 2010.
K Jerbi "Interfaces cerveau-machine: la fin des frontières?" Conférence grand public, Utopiales, Festival International de Science-Fiction, Nantes, Nov 11th, 2010.
K Jerbi "Comment notre cerveau encode nos intentions et comment nos machines les décodent", Satellite BCI Workshop, Neurocomp 2010, Bibliothèque centrale de Part-Dieu, Lyon, Oct 5th, 2010.
K Jerbi "Measuring functional connectivity with EEG and MEG: from methodology to interpretation". Advanced EEG/MEG course at HBM 2010, Barcelona, Spain, June 6th, 2010.
K Jerbi "Real-time exploration of brain oscillations in human intracranial data: towards novel BCI, neurofeedback and functional mapping strategies" (Plenary Symposium: Non-invasive brain computer interfaces: Current developments and applications), BIOMAG 2010, Dubrovnik, Croatia. March, 2010.
K Jerbi "Large-scale brain dynamics of perceptuo-motor behavior: Insights from MEG and intracerebral EEG and implications for future Brain Computer Interfaces" Invited talk (Bernstein Seminar) at the Bernstein Center for Computational Neuroscience. Feb. 11th, 2010. Freiburg, Germany.
K Jerbi "Large-scale brain dynamics of visuomotor and oculomotor behavior: Insights from MEG and intracerebral EEG recordings" Seminar at Institut de Neurosciences Cognitives de la Méditerranée (INCM), Jan. 29th, 2010, Marseille, France.
K. Jerbi "Large-scale neural dynamics of motor planning and higher cognitive processing: insights from intracerebral EEG in humans and implications for Brain Computer Interfaces." France-Israel Neuro-Robotics Meeting, Ministère de la Recherche, Jan 12th, 2009, Paris, France.
K. Jerbi "Parieto-frontal brain dynamics of visuomotor and oculomotor behavior: Insights from human intracerebral EEG and MEG" Talk given at the University of Parma, Dept. Neurosciences, Physiology section (Prof. G. Rizzolatti), Dec 17th, 2009, Parma, Italy.
K. Jerbi "Brain TV: Towards online functional mapping strategies and novel brain-computer interfaces using SEEG" Invited talk as part of the Claudio Munari Workshop 2009 : Stereo-EEG as a clinical and research tool. Ospedale Niguarda Ca' Grandain in Milan, Italy, Dec 19th 2009.
K. Jerbi "Neurofeedback : un nouvel outil pour la rééducation ?" Part of the program "Colloques de Rééducation - Rhône-Alpes" (Interface cerveau - machine) Invited by the Médecine Physique et de Réadaptation service of the Henry Gabrielle Hospital. Nov. 25th, 2009 Saint Genis Laval, France.
K. Jerbi "Exploring New Features for Future BCI and Neurofeedback-based Rehabilitation" FRM-IRME-ICM Meeting, Nov 5th, 2009, Paris, France.
K. Jerbi "High gamma parietal and prefrontal activity during saccade decision and preparation revealed by depth electrode recordings in humans" The Andersen Lab, (Prof. Richard Andersen), Division of Biology, California Institute of Technology, Pasadena, CA, USA. June 29th, 2009
K. Jerbi "Assessing functional connectivity by EEG and MEG: from methodology to interpretation". An EEG/MEG course at HBM 2009: Practical tools for advanced analysis, San Francisco, CA, June 23rd, 2009.
K. Jerbi "Long-range multi-frequency synchronization reveals large-scale sensorimotor networks in MEG source space". Symposium talk at the 16th International Conference on Biomagnetism, BIOMAG 2008, Sapporo, Japan. August 25th-29th, 2008.
K. Jerbi and JLP. Soto "Estimation of inter-frequency coupling in MEG/EEG data" invited talk part of the BIOMAG Satellite Symposium entitled 'Signal Processing and Source Localization in Biomagnetism' August 25th, 2008. (Invited satellite symposium talk)
K. Jerbi "MEG/EEG Source Localization: Advanced Course". Journées inter-régions de formation en neuro-imagerie, JIRFNI 2008, Marseille, France. November 26th, 2008.
K. Jerbi "Studying Brain Dynamics in Large-Scale Cortical Networks with MEG Imaging and Human Intracerebral Recordings", Brain Imaging Seminar, SIPI, University of Southern California (USC), Los Angeles, USA, April 25th, 2008.
K. Jerbi "Invasive Techniques for Human Computer and Human Robot Interactions: BRAIN TV" An introductory lecture at the The NEUROBOTICS Summer School 2007, Brain-Machine Interfaces, Sept. 16-21, 2007, Volterra, Italy.
Conference Talks, Abstracts & Peer-reviewed Proceedings
Etienne Combrisson, Marcela Perrone, Juan LP Soto, Philippe Kahane, Jean-Philippe Lachaux, Aymeric Guillot, Karim Jerbi "Predicting hand movement intentions from intracranial EEG using power and cross-frequency coupling", Symposium on cutting-edge EEG methods. Berlin School of Mind and Brain, Germany. February 20, 2014.
Karim Jerbi, C Pichat, M Perrone-Bertolotti, RJ Vidal, T Ossandon, A Mincic, P Kahane, M Baciu, JP Lachaux, "Depth electrode recordings unravel the neuronal underpinnings of long-distance correlations within the default-mode network." Annual Meeting of the Amercian Society for Neuroscience, Neuroscience 2013, San Diego, California, USA, Nov 9-13, 2013
Karim Jerbi, C. Pichat, M. Perrone-Bertolotti, J.R. Vidal, T. Ossandon, A. Mincic, P. Kahane, M. Baciu, J-P. Lachaux "Combining Intracranial EEG and fMRI to unravel the neuronal underpinnings of long-distance connectivity within the default-mode network". Satellite Meeting"Cell Symposia: The Networked Brain", 7-8 Nov 2013.
Hannu Laaksonen, Karim Jerbi & Véronique Boulenger, "Tracking of speech rhythm by neuronal oscillations: an MEG study on natural fast speech perception", Neurobiology of Language Conference (NLC 2013), San Diego, CA, USA, Nov 6-8, 2013.
Etienne Combrisson, M. Perrone, J. LP Soto, P. Kahane, J-P. Lachaux, A. Guillot, K. Jerbi, "Decoding hand movement directions from intracranial EEG using power and cross-frequency coupling", Colloque de la Société Française des Neurosciences, Lyon, May 2013
Ana-Sofa Hincapié, J. Kujala, D. Mery, D. Cosmelli , K. Jerbi, "Investigation of the impact of source estimation methods on brain connectivity analysis with magnetoencephalography (MEG)", Colloque de la Société Française des Neurosciences, Lyon, May 2013
Hannu Laaksonen, K Jerbi, E Ferragne, N Bedoin, V Boulenger,"Tracking of speech rhythm by neuronal oscillations: an MEG study on natural fast speech perception", Colloque de la Société Française des Neurosciences, Lyon, May 2013
Juan Soto & Karim Jerbi, "Investigation of Cross-Frequency Phase-Amplitude Coupling in Visuomotor Networks Using Magnetoencephalography", 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'12, Aug 28th - Sept 1st, 2012, San Diego, CA, USA.
Jan Kujala, Julien Jung, Sandrine Bouvard, Françoise Lecaignard , Amélie Lothe, Romain Bouet, Carolina Ciumas, Philippe Ryvlin, and Karim Jerbi "High-frequency neural oscillations in visual working memory: insights from MEG and PET-flumazenil data", 18th International Conference on Biomagnetism (BIOMAG), 26-30th, August, 2012, Paris, France.
Bayle DJ, Ossandon T, Henaff MA, Lachaux JP, Jerbi K "Attention and emotion-related reduction of broadband gamma power in the default-mode and ventral attentional networks", 18th International Conference on Biomagnetism (BIOMAG), 26-30th, August, 2012, Paris, France.
Victor Rohu, Etienne Combrisson, Philippe Kahane, Alain Berthoz, Jean-Philippe Lachaux, Karim Jerbi, "Decoding movement intentions from brain oscillations using intracranial EEG", 18th International Conference on Biomagnetism (BIOMAG), 26-30th, August, 2012, Paris, France.
Juan LP Soto and Karim Jerbi "Modulations of cross-frequency phase-amplitude coupling during visuomotor control: a MEG study", 18th International Conference on Biomagnetism (BIOMAG), 26-30th, August, 2012, Paris, France.
Takeshi Ogawa, Karim Jerbi, Olivier Bertrand, Riera Jorge, Ryuta Kawashima, " Exploring the laminar origin of induced auditory gamma-band responses with 3D microelectrode arrays", 18th International Conference on Biomagnetism (BIOMAG), 26-30th, August, 2012, Paris, France.
Sahbi Chaibi, Romain Bouet, Julien Jung, Tarek Lajnef, Mounir Samet, Olivier Bertrand, Abdennaceur Kachouri, Karim Jerbi. Development of MATLAB-based Graphical User Interface (GUI) for Detection of High Frequency Oscillations (HFOs) in Epileptic Patients. IEEE ESPA 2012; IEEE International Conference on Emerging Signal Processing Applications; Las Vegas, NV, USA January 12-14, 2012.
Soto JLP and Jerbi K "Modulations of cross-frequency phase-amplitude coupling during visuomotor control: a MEG study" NIPS 2011 Satellite Meeting on Causal Graphs: Linking Brain Structure to function. Dec 11th, 2011. Carmen de la Victoria, Granada, Spain.
Kujala J, Bouet R, Jung J, Jerbi K "Characterization of epileptogenic networks by means of Granger Causality". NIPS 2011 Satellite Meeting on Causal Graphs: Linking Brain Structure to function. Dec 11th, 2011. Carmen de la Victoria, Granada, Spain.
Diego Cosmelli, Cristobal Moenne, Hernán Labbé, Karim Jerbi, Vladimir López, Francisco Aboitiz. Shifting attention to a thought: electroencephalographic dynamics during a modified word generation task. 33rd annual meeting of the Cognitive Science Society, Boston, Massachusetts, Wednesday, July 20 - Saturday July 23, 2011.
Karim Jerbi, Juan R Vidal, Tomas Ossandon, Sarang S Dalal, Carlos C Hamame, Julien Jung, Olivier Bertrand, Philippe Kahane, Jean-Philippe Lachaux. Using intracranial EEG to probe the electrophysiological signature of the default-mode network. ICON, XI International Conference on Cognitive Neuroscience. Sept 2011, Palma, Mallorca, Spain.
Pierre-Emmanuel Aguera, Karim Jerbi, Anne Caclin, Olivier Bertrand. Welcome to the ELAN toolbox: a free software for advanced electrophysiological data analysis. ICON, XI International Conference on Cognitive Neuroscience. Sept 2011, Palma, Mallorca, Spain.
Hamamé CM, *Vidal JR, Ossandón T, Jerbi K, Dalal SS, Minotti L, Bertrand O, Kahane P, Lachaux JP (2011). Reading the mind's eye: Online detection of visuo-spatial working memory and visual imagery in the inferior temporal lobe. ICON, XI International Conference on Cognitive Neuroscience. Palma, Mallorca, Spain.
Juan R Vidal, Carolina Ciumas, Tomas Ossandon, Marcela Perrone-Bertolotti, Hamame M Carlos, Karim Jerbi, Lorella Minotti, Philippe Kahane, Jean-Philippe Lachaux. Neural dynamics underlyin visual and verbal working memory revealed by extensive human intracranial recordings. ICON, XI International Conference on Cognitive Neuroscience. Sept 2011, Palma, Mallorca, Spain.
Tomas Ossandon, Karim Jerbi, Juan R Vidal, Dimitri Bayle, Olivier Bertrand, Philippe Kahane, Jean-Philippe Lachaux. Timing and amplitude of gamma-band deactivation in default-mode network is correlated with behavior. ICON, XI International Conference on Cognitive Neuroscience. Sept 2011, Palma, Mallorca, Spain.
Jean-Philippe Lachaux, Juan Vidal, Samson Freyermuth, Karim Jerbi, Alain Berthoz, Philippe Kahane. Sentence reading is supported by large-scale network of correlated gamma-band fluctuations. ICON, XI International Conference on Cognitive Neuroscience. Sept 2011, Palma, Mallorca, Spain.
S Dalal, J Vidal, P Kahane, L Minotti, O Bertrand, K Jerbi, J-P Lachaux. Virtually expanding the spatial coverage of intracranial EEG with source localization. 17th Annual meeting of the Organization of Human Brain Mapping, HBM 2011, Quebec City, Canada, June 26-30, 2011.
T Ossandon, J Vidal, K Jerbi, P Kahane, O Bertrand, J Lachaux. Sustained gamma-band responses as neural correlate of top-down processes. 17th Annual meeting of the Organization of Human Brain Mapping, HBM 2011, Quebec City, Canada, June 26-30, 2011.
T Ossandon, K Jerbi, J Vidal, O Bertrand, P Kahane, J Lachaux. Timing and amplitude of gamma-band deactivation in default-mode network is correlated with behavior. 17th Annual meeting of the Organization of Human Brain Mapping, HBM 2011, Quebec City, Canada, June 26-30, 2011.
C Hamamé, J Vidal, T Ossandon, K Jerbi, S Dalal, J-P Lachaux. Intracranial gamma-band activity and the role of category information in visual search. 17th Annual meeting of the Organization of Human Brain Mapping, HBM 2011, Quebec City, Canada, June 26-30, 2011.
T. Ossandon, K. Jerbi, J. Vidal, D. Bayle, O. Bertrand, P. Kahane and J-P. Lachaux "Investigation of gamma activity suppression as an electrophysiological correlate of BOLD deactivation in the default-mode network" Proc. of the 17th International Conference on Biomagnetism, BIOMAG 2010, Dubrovnik, Croatia, March 28th - April 1st, 2010.
J.L.P. Soto, D. Pantazis, K. Jerbi, S. Baillet and R.M. Leahy "Canonical correlation analysis applied to functional connectivity in MEG" IEEE International Symposium on Biomedical Imaging: From Nano to Macro. Proceedings of ISBI 2010, Rotterdam, The Netherlands, April 14-17, 2010.
Juan Vidal, Tomas Ossandon, Karim Jerbi, Sarang Dalal, Lorella Minotti, Philippe Kahane, Jean-Philippe Lachaux. Specific and invariant human intra-cortical gamma-band responses to visual category information. 16th Annual meeting of the Organization of Human Brain Mapping, HBM 2010, Barcelona, Spain, June 2010.
Juan Vidal, Tomas Ossandon, Karim Jerbi, Lorella Minotti, Philippe Kahane, Jean-Philippe Lachaux. Neuronal oscillatory signature of perceptual suppression revealed by human intracranial recordings. 16th Annual meeting of the Organization of Human Brain Mapping, HBM 2010, Barcelona, Spain, June 2010.
Marieke Longcamp, Karim Jerbi, Martin Schürmann, Riitta Hari. Modulation of cortical oscillatory activity during observation of distorted vs normal hand postures. 16th Annual meeting of the Organization of Human Brain Mapping, HBM 2010, Barcelona, Spain, June 2011.
Sarang Dalal, Karim Jerbi, Olivier Bertrand, Claude Adam, Antoine Ducorps, Denis Schwartz, Line Garnero, Sylvain Baillet, Jacques Martinerie, Jean-Philippe Lachaux. Insights from simultaneous recording of MEG and intracranial EEG. 16th Annual meeting of the Organization of Human Brain Mapping, HBM 2010, Barcelona, Spain, June 2010.
Tomas Ossandon, Karim Jerbi, Juan Vidal, Olivier Bertrand, Philippe Kahane, Jean-Philippe Lachaux. Gamma band suppression as a neural correlate of BOLD deactivation in default-mode network. 16th Annual meeting of the Organization of Human Brain Mapping, HBM 2010, Barcelona, Spain, June 2010.
Sarang Dalal, Juan Vidal, Philippe Kahane, Lorella Minotti, Olivier Bertrand, Karim Jerbi, Jean-Philippe Lachaux. Beamformer source reconstruction applied to intracranial recordings of visual responses. 16th Annual meeting of the Organization of Human Brain Mapping, HBM 2010, Barcelona, Spain, June 2010.
Juan Soto, Dimitrios Pantazis, Karim Jerbi, Jean-Philippe Lachaux, Sylvain Baillet, Richard Leahy. Canonical correlation analysis applied to cross-frequency functional brain connectivity with MEG. 16th Annual meeting of the Organization of Human Brain Mapping, HBM 2010, Barcelona, Spain, June 2010.
Karim Jerbi, Jean-Philippe Lachaux, Juan Vidal, Juan Soto, Hua Hui, Dimitrios Pantazis, Line Garnero, Richard Leahy, Olivier Bertrand, Sylvain Baillet. Does long-range alpha-band coupling mediate visually guided motor control? 16th Annual meeting of the Organization of Human Brain Mapping, HBM 2010, Barcelona, Spain, June 2010.
Tomas Ossandon, Juan Vidal, Karim Jerbi, Philippe Kahane, Jean-Philippe Lachaux. Every trial counts: predicting human behaviour from intracranial single-trial gamma-band responses. 16th Annual meeting of the Organization of Human Brain Mapping, HBM 2010, Barcelona, Spain, June 2010.
Karim Jerbi, Juan Vidal, Tomas Ossandon, Sarang Dalal, Julien Jung, Olivier Bertrand, Philippe Kahane, Jean-Philippe Lachaux. Exploring the electrophysiological properties of the default-mode network with intracerebral EEG. 16th Annual meeting of the Organization of Human Brain Mapping, HBM 2010, Barcelona, Spain, June 2010.
K. Jerbi, S. Freyermuth, O. Bertrand, P. Kahane, A. Berthoz, J.-P. Lachaux, "Simultaneous depth electrode recordings in human parietal and frontal cortex reveal gamma-band power modulations and long-range oscillatory coupling during saccade planning" Soc Neurosci Abstr 2009 (Program No 463.25), SfN 2009 Chicago, IL, USA.
T. Ossandon, K. Jerbi, D. Bayle, O. Bertrand, P. Kahane, J.-P. Lachaux, "Task-related gamma band suppressions: A plausible electrophysiological correlate of the default-mode network?" Soc Neurosci Abstr 2009 (Program No 804.10) SfN 2009 Chicago, IL, USA.
K. Jerbi, S. Freyermuth, O. Bertrand, P. Kahane, A. Berthoz, J-P. Lachaux, " High gamma parietal and prefrontal activity during saccade decision and preparation revealed by depth electrode recordings in humans ", ", June 2009, HBM 2009, 15th Annual Meeting of the Organization for Human Brain Mapping, San Francisco, CA, USA (Oral presentation)
K. Jerbi, H. Hui, D. Pantazis, J-P. Lachaux, O. Bertrand, L. Garnero, RM. Leahy, S. Baillet, " Long range high-gamma (60-90 Hz) coupling between primary motor cortex and SMA during motor control revealed by MEG source imaging ", June 2009, HBM 2009, 15th Annual Meeting of the Organization for Human Brain Mapping, San Francisco, CA, USA
J.L.P. Soto, D. Pantazis, K. Jerbi, J-P. Lachaux, S. Baillet, L. Garnero, and R.M. Leahy "Multivariate statistics applied to the detection of event-related induced brain activity with MEG", June 2009, HBM 2009, 15th Annual Meeting of the Organization for Human Brain Mapping, San Francisco, CA, USA
K Jerbi, E Maby, J Mattout, P Kahane, O Bertrand, J-P Lachaux "Online exploration of cerebral oscillations in human intracranial data: Towards novel BCI, neurofeedback and functional mapping strategies" Joint COST B27/SAN Training School: Neurofeedback and ADHD, and the International Course and Conference MIND AND BRAIN VI: Neuroplasticity of Brain and Behavior. April 16-21, 2009, Dubrovnik, Croatia (Oral presentation)
K Jerbi, S Freyermuth, O Bertrand, L Minotti, P Kahane, A Berhoz and J-P Lachaux " Intracranial recordings in human posterior parietal and prefrontal cortices reveal modulations of low and high frequency oscillations during decision, preparation and execution of saccades ", Society for Neuroscience Abstract, 2008: Abstract 515.5. Neuroscience 2008 (SfN meeting), Washington D.C., USA, November 15-19, 2008. (Oral presentation)
K. Jerbi, S. Freyermuth, O. Bertrand, L. Minotti, P. Kahane, JP. Lachaux and A. Berthoz "Modulations of gamma and beta band activity during decision and preparation of saccades revealed by simultaneous intracranial recordings in human parietal and prefrontal cortex", HBM 2008, 14th Annual Meeting of the Organization for Human Brain Mapping, Melbourne, Australia, June 15-19, 2008. (Oral presentation)
K. Jerbi, S. Dalal, N. Weisz, A. Bidet-Caulet, J. Jung, L. Minotti, P. Kahane, A. Berthoz, O. Bertrand and JP Lachaux, "Are gamma band power increases in the human brain systematically associated with alpha and beta power suppressions?" HBM 2008, 14th Annual Meeting of the Organization for Human Brain Mapping, Melbourne, Australia, June 15-19, 2008.
K. Jerbi, D. Pantazis, H Hui, JP. Lachaux, O. Bertrand, L Garnero, R M. Leahy & S. Baillet, "Long distance high-gamma synchronization between primary motor cortex and SMA during motor control revealed by MEG source imaging" Proc. of the 16th International Conference on Biomagnetism, BIOMAG 2008, Sapporo, Japan, August 25th-29th, 2008.
J.L.P. Soto, D. Pantazis, K. Jerbi, R.M. Leahy "Multivariate Statistical Analysis Applied to MEG Time Serie", Proc. of the 16th International Conference on Biomagnetism, BIOMAG 2008, Sapporo, Japan, August 25th-29th, 2008.
K. Jerbi, S. Freyermuth, O. Bertrand, P. Kahane, JP. Lachaux and A. Berthoz "High gamma parietal and prefrontal activity revealed by human intracortical recordings during saccade decision and preparation". Proc. of the 16th International Conference on Biomagnetism, BIOMAG 2008, Sapporo, Japan, August 25th-29th, 2008.
K. Jerbi, O. Bertrand, L. Minotti, P. Kahane, A. Berthoz, JP. Lachaux "Towards novel BCI strategies based on online functional exploration of human intracranial data", FENS 2008, Proc. of the 6th Forum of European Neuroscience, Geneva, Switzerland, July 12-16th, 2008.
E. Pirat, K. Jerbi, N. Weisz, and O. Bertrand "Investigating the link between mu / beta rebound and motor behavior : an EEG study", FENS 2008, Proc. of the 6th Forum of European Neuroscience, Geneva, Switzerland, July 12-16th, 2008.
K. Jerbi, O. Bertrand, B. Schoendorff, D. Hoffmann, L. Minotti, P. Kahane, A. Berthoz, J-P. Lachaux,"Online Detection of Gamma Oscillations in Ongoing Intracerebral Recordings: From Functional Mapping to Brain Computer Interfaces", Proceedings of the joint meeting of NFSI-ICFBI 2007. Hangzhou, China, 12-14 Oct. p. 330-333, 2007. (Oral Presentation)
K. Jerbi, P. Kahane, L. Minotti, O. Bertrand, A. Berthoz and JP. Lachaux, "Towards Novel Brain Computer Interfaces via Online Detection of Gamma Oscillations in Intracerebral Recordings" Proceedings of the international meeting "From Neural Code to Brain/Machine Interface", September 27-29, 2007, Château de Montvillargenne, Gouvieux les Chantilly, Oise, France, 2007.
K. Jerbi, J.P. Lachaux, K. N'Diaye, D. Pantazis, R. Leahy, L. Garnero, S. Baillet "Single-trial MEG source imaging reveals large-scale interactions in multiple frequency bands during continuous visuomotor control", Proceedings of the 17th meeting of the International Society for Brain Electomagnetic Topography (ISBET), Chieti, Italy, Sept. 27-30, 2006. (Oral Presentation)
K. Jerbi, J.P. Lachaux, K. N'Diaye, D. Pantazis, R. Leahy, L. Garnero, S. Baillet "Coupling between brain oscillations and hand speed during visuomotor control revealed by MEG" Proceedings of BIOMAG 2006, 15th International Conference on Biomagnetism, August 20-25, Vancouver, Canada, 2006.
M Besserve, K. Jerbi, L Garnero, J. Martinerie "Prediction of cognitive states using MEG and blind source separation" BIOMAG 2006, August 20-25, Vancouver, Canada, 2006. In Proceedings of the 15th International Conference on Biomagnetism (Vol. ICS 1300) (Series, I.C., ed.), Elsevier 2006.
Lachaux, J.P., Baillet, S., Adam, C., Ducorps, A., Jerbi, K., Bertrand, O., Garnero, L., Martinerie, J."A simultaneous MEG and intracranial EEG study of task-related brain oscillations" In Proceedings of the 15th International Conference on Biomagnetism (Vol. ICS 1300) (Series, I.C., ed.), Elsevier 2006.
K. Jerbi, J.P. Lachaux, K. N'Diaye, D. Pantazis, R. Leahy, L. Garnero, S. Baillet "Coherent neural representation of hand speed in Humans", AREADNE 2006 Research in Encoding And Decoding of Neural Ensembles Nomikos Conference Center Santorini, Greece June 22-25, 2006.
K. Jerbi, S. Baillet, K. N'Diaye, J.P. Lachaux, D. Pantazis, R. Leahy, L. Garnero "Multi-band Cortico-Cortical Coherence in Visuomotor Control", Proceedings of the 12th Annual Meeting of the Organization for Human Brain Mapping, Florence, Italy, June 11-15, 2006. (Oral Presentation)
K. Jerbi, S. Baillet, J.P. Lachaux, D. Pantazis, R. Leahy, L. Garnero, "Modulations of Power and Synchronization of Neural Activity during Sustained Visuomotor Coordination. a MEG Study", Proc. 11th Int. Conf. on Human Brain Map., Toronto, Canada, June 12-16, 2005.
K. Jerbi, J-P. Lachaux, S.Baillet and L. Garnero, "Task-Related Changes in Cortical Oscillations during Sustained Visuomotor Coordination In MEG", Proceedings of the 10th Annual Meeting of the Organization for Human Brain Mapping, Budapest, Hungary, June 13-17, 2004.
K. Jerbi, J-P. Lachaux, S.Baillet and L. Garnero, "Imaging Cortical Oscillations during Sustained Visuomotor Coordination In MEG", IEEE International Symposium on Biomedical Imaging: From Nano to Macro. Proceedings of ISBI 2004, Arlington, VA, USA, April 15-18, 2004. (Oral Presentation)
K. Jerbi, J.C. Mosher, S.Baillet, L. Garnero and R,M. Leahy, "Modeling Realistic Patches of Cortical Activity with Current Multipoles ", 3rd International Symposium on Non-Invasive Functional Source Imaging, Proceedings of NFSI 2003, Chieti, Italy, September 10-13, 2003, Biomedizinische Technik.
K. Jerbi, J.C. Mosher, G. Nolte, S. Baillet, L. Garnero and R.M. Leahy, "From Dipoles to Multipoles: Parametric Solutions to the Inverse Problem in MEG", Proceedings of BIOMAG 2002, 13th International Conference on Biomagnetism, August 10-14 2002, Jena, Germany. (Oral Presentation)
A. Ossadtchi, J.C. Mosher, K. Jerbi, N. Lopez, S. Baillet, W.W. Sutherling, R.M. Leahy,"Automated Interictal Spike Detection and Source Localization in MEG using Independent Component Analysis", Proceedings of the Annual Meeting of the American Epilepsy Society, Epilepsia, Vol.42, Sup. 7, p. 73, Nov. 2001.
J.C. Mosher, S.Baillet, K. Jerbi and R.M. Leahy, "MEG Multipolar Modeling of Distributed Sources Using RAP-MUSIC" Proceedings of the thirty fourth Asilomar Conference on Signals, Systems and Computers, October 20 - Novemver 1, 2000.
K. Jerbi, J.C. Mosher, S.Baillet and R,M. Leahy, "Modeling Extended Sources in MEG using Multipoles ", 3rd International Symposium on Non-Invasive Functional Source Imaging, NFSI2001, Innsbruck, Austria, September 6-9, 2001, Biomedizinische Technik, Vol.46, pp. 44-46, Supp. 2, 2001. (Oral Presentation)
K. Jerbi, J.C. Mosher, S.Baillet and R,M. Leahy, "Lower Error Bounds in MEG Multipole Localization", Proceedings of BIOMAG2000, 12th International Conference on Biomagnetism, August 13-17 2000, Helsinki, Finland.
S. Baillet, J.C. Mosher, K. Jerbi and R.M. Leahy, "Hybrid MEG source characterization by cortical remapping and imaging of parametric source models", Proceedings of BIOMAG 2000, 12th International Conference on Biomagnetism, August 13-17 2000, Helsinki, Finland.
K. Jerbi, W.R.B. Lionheart, P.J. Vauhkonen, "Image reconstruction in EIT assuming a translationally invariant conductivity distribution", Medical & Biological Engineering & Computing, MBEC, Vienna, Austria, Proc. Vol.37, Supplement 2, 1999. (Oral Presentation)