Reference articles

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

Tadel F, Bock E, Niso G, Mosher JC, Cousineau M, Pantazis D, Leahy RM, Baillet S
MEG/EEG Group Analysis With Brainstorm
Frontiers in Neuroscience, Feb 2019

Niso G, Tadel F, Bock E, Cousineau M, Santos A, Baillet S
Brainstorm Pipeline Analysis of Resting-State Data from the Open MEG Archive
Frontiers in Neuroscience, Mar 2019

Nasiotis K, Cousineau M, Tadel F, Peyrache A, Leahy RM, Pack CC, Baillet S
Integrated open-source software for multiscale electrophysiology
Scientific Data, Oct 2019

How to cite Brainstorm

See this dedicated page: How to cite Brainstorm.

Publications from Brainstorm users




  1. An KM, Ikeda T, Hasegawa C, Yoshimura Y, Tanaka S, Saito DN, Yaoi K, Iwasaki S, Hirosawa T, Kikuchi M
    Aberrant Brain Oscillatory Coupling from the Primary Motor Cortex in Children with Autism Spectrum Disorders
    NeuroImage: Clinical, Jan 2021

  2. Andreu-Sánchez C, Martín-Pascual MÁ
    Perception of cuts in different editing styles
    Profesional de la Información, Mar 2021

  3. Aydin A, Ogmen H, Kafaligonul H
    Neural correlates of metacontrast masking across different contrast polarities
    Brain Structure and Function, Mar 2021

  4. Banellis L, Cruse D
    Heartbeat-evoked potentials during interoceptive-exteroceptive integration are not consistent with precision-weighting
    bioRxiv preprint, Feb 2021

  5. Beach SD, Ozernov-Palchik O, May SC, Centanni TM, Gabrieli JDE, Pantazis D
    Neural Decoding Reveals Concurrent Phonemic and Subphonemic Representations of Speech Across Tasks
    Neurobiology of Language, Mar 2021

  6. Bellato A, Arora I, Kochhar P, Hollis C, Groom MJ
    Indices of Heart Rate Variability and Performance During a Response-Conflict Task Are Differently Associated With ADHD and Autism
    Journal of Attention Disorders, Feb 2021

  7. Bermúdez-Margaretto B, Kopytin G, A Myachykov, Y Shtyrov
    Behavioral and Neurophysiological Correlates of Orthographic Learning in L1 and L2 Alphabets
    Advances in Cognitive Research, Artificial Intelligence and Neuroinformatics, Apr 2021

  8. Bigliassi M, Ocubaro AM, Lima-Silva AE, Buzzachera CF, Bertuzzi R
    Psychological and psychophysiological mechanisms underlying the effects of meditation during moderate-intensity exercise
    International Journal of Sport and Exercise Psychology, Apr 2021

  9. Cai Z, Machado A, Chowdhury RA, Spilkin A, Vincent T, Aydin U, Pellegrino G, Lina JM, Grova C
    Diffuse optical reconstructions of NIRS data using Maximum Entropy on the Mean
    bioRxiv preprint, Feb 2021

  10. Calvetti D, Johnson B, Pascarella A, Pitolli F, Somersalo E, Vantaggi B
    Mining the Mind: Linear Discriminant Analysis of MEG source reconstruction time series supports dynamic changes in deep brain regions during meditation sessions
    arXiv preprint, Feb 2021

  11. Chatroudi AH, Rostami R, Nasrabadi AM, Yotsumoto Y
    Effect of inhibition indexed by auditory P300 on transmission of visual sensory information
    PLOS ONE, Feb 2021

  12. Chen Q, Wang D, Shapiro KL, Hanslmayr S
    Using fast visual rhythmic stimulation to control inter-hemispheric phase offsets in visual areas
    Neuropsychologia, Apr 2021

  13. Chen Y, Slinger M, Edgar JC, Bloy L, Kuschner ES, ... Roberts TPL
    Maturation of hemispheric specialization for face encoding during infancy and toddlerhood
    Developmental Cognitive Neuroscience, Jan 2021

  14. Ciprian C, Masychev K, Ravan M, Reilly JP, Maccrimmon D
    A Machine Learning Approach Using Effective Connectivity to Predict Response to Clozapine Treatment
    IEEE Transactions on Neural Systems and Rehabilitation Engineering, Feb 2020

  15. Cook AJ, Pfeifer KJ, Tass PA
    A Single Case Feasibility Study of Sensorimotor Rhythm Neurofeedback in Parkinson’s Disease
    Frontiers in Neuroscience, Feb 2021

  16. Corsi MC, Yger F, Chevallier S, Noûs C
    Riemannian Geometry on Connectivity for Clinical BCI
    IEEE ICASSP, Jun 2021

  17. Cutini S, Duma GM, Mento G
    How time shapes cognitive control: a high-density EEG study of task-switching
    Biological Psychology, Feb 2021

  18. Da Silva Castanheira J, Orozco HD, Misic B, Baillet S
    MEG, myself, and I: individual identification from neurophysiological brain activity
    bioRxiv preprint, Feb 2021

  19. Del Popolo Cristaldi F, Mento G, Buodo G, Sarlo M
    What’s next? Neural correlates of emotional predictions: A high-density EEG investigation
    Brain and Cognition, Mar 2021

  20. Di Gruttola F, Malizia A, D'Arcangelo S, Lattanzi N, Ricciardi E, Orfei MD
    The Relation Between Consumers' Frontal Alpha Asymmetry, Attitude, and Investment Decision
    Frontiers in Neuroscience, Jan 2021

  21. Do TTN, Jung TP, Lin CT
    Retrosplenial Segregation Reflects the Navigation Load During Ambulatory Movement
    IEEE Transactions on Neural Systems and Rehabilitation Engineering, Feb 2021

  22. Duma GM, Danieli A, Morao V, Da Rold M, Baggio M, Toffoli L, Zanatta A, Vettorel A, Bonanni P, Mento G
    Implicit cognitive flexibility in self-limited focal epilepsy of childhood: An HD-EEG study
    Epilepsy & Behavior, Jan 2021

  23. Faller J, Goldman AJ, Lin Y, McIntosh JR, Sajda P
    Spatiospectral brain networks reflective of improvisational experience
    bioRxiv preprint, Feb 2021

  24. Feng Y, Xiao W, Wu T, Zhang J, Xiang J, Guo H
    A New Recognition Method for the Auditory Evoked Magnetic Fields
    Computational Intelligence and Neuroscience, Feb 2021

  25. Feng Y, Xiao W, Wu T, Zhang J, Xiang J, Guo H
    An Automatic Identification Method for the Blink Artifacts in the Magnetoencephalography with Machine Learning
    Applied Sciences, Mar 2021

  26. Foldes S, Chandrasekaran S, Camerone J, Lowe J, Ramdeo R, Ebersole J, Bouton CE
    Mapping evoked fields in primary motor and sensory areas via magnetoencephalography in tetraplegia
    medRxiv preprint, May 2021

  27. Garcia-Rosales F, Lopez-Jury L, Gonzalez-Palomares E, Wetekam J, Cabral-Calderin Y, Kiai A, Kössl M, Hechavarria JC
    Dynamic cortico-cortical information transferregimesduring vocalization
    bioRxiv preprint, Mar 2021

  28. Goelz C, Mora K, Stroehlein JK, Haase FK, Dellnitz M, Reinsberger C, Vieluf S
    Electrophysiological signatures of dedifferentiation differ between fit and less fit older adults
    Cognitive Neurodynamics, Feb 2021

  29. Gorin A, Klucharev V, Ossadtchi A, Zubarev I, Moiseeva V, Shestakova A
    MEG signatures of long-term effects of agreement and disagreement with the majority
    Scientific reports, Feb 2021

  30. Gorina-Careta N, Kurkela JLO, Hämäläinen J, Astikainen P, Escera C
    Neural generators of the frequency-following response elicited to stimuli of low and high frequency: a magnetoencephalographic (MEG) study
    NeuroImage, Feb 2021

  31. Guay CS, Labonte AK, Montana MC, Landsness EC, Lucey BP, Kafashan MM, Haroutounian S, Avidan MS, Brown EN, Palanca BJA
    Closed-Loop Acoustic Stimulation During Sedation with Dexmedetomidine (CLASS-D): Protocol for a Within-Subject, Crossover, Controlled, Interventional Trial with Healthy Volunteers
    Nature and Science of Sleep, Mar 2021

  32. He B, Edelman BJ, Meng J, Suma D
    Methods and Systems for Noninvasive Mind-Controlled Devices
    US Patent App 16/931,408, Jan 2021

  33. Hernández‐Arteaga E, Cruz‐Aguilar MA, Hernández‐González M, Guevara MA, Molina Del Río J, Sotelo Tapia C
    Topographic distribution of the EEG ad hoc broad bands during sleep and wakefulness in the spider monkey (Ateles Geoffroyi)
    American Journal of Primatology, Mar 2021

  34. Hiraishi H,Ikeda T, Saito DN, Hasegawa C, Kitagawa S, Takahashi T, Kikuchi M, Ouchi Y
    Regional and Temporal Differences in Brain Activity With Morally Good or Bad Judgments in Men: A Magnetoencephalography Study
    Frontiers in Neuroscience, Apr 2021

  35. Hsiao FJ, Chen WT, Wang YF, Chen SP, Lai KL, Liu HY, Pan LLH, Wang SJ
    Somatosensory Gating Responses Are Associated with Prognosis in Patients with Migraine
    Brain Sciences, Jan 2021

  36. Hugrass L, Labuschagne I, Price A, Crewther DP
    Intranasal oxytocin modulates very early visual processing of emotional faces
    bioRxiv preprint, Apr 2021

  37. Iravani B, Schaefer M, Wilson DA, Arshamian A, Lundström JN
    The human olfactory bulb process odor valence representation and initiate motor avoidance behavior
    bioRxiv preprint, Jan 2021

  38. Jaafar R, Kiat CS, Remli R
    An ocular artefacts removal technique for interictal epileptiform discharges detection in epilepsy
    AIP Conference Proceedings, May 2021

  39. Jain S, Markan CM, Ahuja S, Tripathi M
    Identifying Neural Correlates in Stroop Task
    Advances in Systems Engineering, Jan 2021

  40. Kabbara A, Paban V, Hassan M
    The dynamic modular fingerprints of the human brain at rest
    NeuroImage, Jan 2021

  41. Karahan E, Tait L, Si R, Özkan A, Szul M, Zhang J
    Individual variability in the human connectome maintains selective cross-modal consistency and shares microstructural signatures
    bioRxiv preprint, Apr 2021

  42. Kubota M, Matsuzaki J, Dan I, Dan H, Zouridakis G
    Native non-prototypicality in vowel perception induces prominent neuromagnetic mismatch intensities in non-native speakers: a pilot study
    Experimental Brain Research, Jan 2021

  43. Kuc A, Grubov VV, Maksimenko VA, Shusharina N, Pisarchik AN, Hramov AE
    Sensor-Level Wavelet Analysis Reveals EEG Biomarkers of Perceptual Decision-Making
    Sensors, Apr 2021

  44. Kumar R, Markan CM
    Identifying Neural Correlates of Insightful Problem Solving with EEG Evidence
    Advances in Systems Engineering, Jan 2021

  45. Laera G, Arcara G, Gajewski PD, Kliegel M, Hering A
    Age-related modulation of EEG time-frequency responses in prospective memory retrieval
    Neuropsychologia, Mar 2021

  46. Lanfranco RC, Rivera-Rei A, Huepe D, Ibáñez A, Canales-Johnson A
    Hypnotic visual hallucination induces greater lateralised brain activity than visual imagery
    bioRxiv preprint, Mar 2021

  47. Lennert T, Samiee S, Baillet S
    Coupled oscillations enable rapid temporal recalibration to audiovisual asynchrony
    Communications Biology, May 2021

  48. Lhomond O, Juan B, Fornerone T, Cossin M, Paleressompoulle D, Prince F, Mouchnino L
    Learned Overweight Internal Model Can Be Activated to Maintain Equilibrium When Tactile Cues Are Uncertain: Evidence From Cortical and Behavioral Approaches
    Frontiers in Human Neuroscience, Mar 2021

  49. Li S, Liu S, Huang P, Liu S, Zhang W, Guo X, Liu Z
    The modulation of attentional deployment on regret: an event-related potential study
    NeuroReport, Apr 2021

  50. Lin YJ, Shukla L, Dugué L, Valero-Cabré A, Carrasco M
    TMS entrains occipital alpha activity: Individual alpha frequency predicts the strength of entrained phase-locking
    bioRxiv preprint, Jan 2021

  51. Liu C, Yu K, Niu X, He B
    Transcranial Focused Ultrasound Enhances Sensory Discrimination Capability through Somatosensory Cortical Excitation
    Ultrasound in Medicine & Biology, Feb 2021

  52. Liu F, Wang L, Lou Y, Li R, Purdon P
    Probabilistic Structure Learning for EEG/MEG Source Imaging with Hierarchical Graph Prior (preprint)
    IEEE Transactions on Medical Imaging, Jan 2021

  53. Liu W, Wang X, Xu J, Chang Y, Hamalainen T, Cong F
    Identifying Oscillatory Hyperconnectivity and Hypoconnectivity Networks in Major Depression Using Coupled Tensor Decomposition
    bioRxiv preprint, Apr 2021

  54. Liu Z, Nan Y, Lu L, Cui W, Ge J, Gao JH
    Cross-domain effect of pitch processing in lexical and melodic contexts reflected by non-musicians: An MEG study
    Human Behaviour and Brain, Feb 2020

  55. Lopez-Sosa F, Reneses B, Sanmartino F, ..., Gonzalez-Rosa JJ
    Nucleus Accumbens Stimulation Modulates Inhibitory Control by Right Prefrontal Cortex Activation in Obsessive-Compulsive Disorder
    Cerebral Cortex, Jan 2021

  56. Low I, Chen LF, Chen YS, Chu IT, Hsieh JC, Chan HL
    A novel beamformer-based imaging of phase-amplitude coupling (BIPAC) unveiling the inter-regional connectivity of emotional prosody processing in women with primary dysmenorrhea
    Journal of Neural Engineering, Mar 2021

  57. Maffei A, Sessa P
    Event‐related network changes unfold the dynamics of cortical integration during face processing
    Psychophysiology, Feb 2021

  58. Mares P, Tsenov G, Kubova H
    Anticonvulsant Action of GluN2A-Preferring Antagonist PEAQX in Developing Rats
    Pharmaceutics, Mar 2021

  59. Masina F, Arcara G, Galletti E, Cinque I, Gamberini L, Mapelli D
    Neurophysiological and behavioural effects of conventional and high definition tDCS
    Scientific Reports, Apr 2021

  60. Masychev K, Ciprian C, Ravan M, Reilly JP, MacCrimmon D
    Advanced Signal Processing Methods for Characterization of Schizophrenia
    IEEE Transactions on Biomedical Engineering, Mar 2021

  61. Matsushita R, Puschmann S, Baillet S, Zatorre RJ
    Inhibitory effect of tDCS on auditory evoked response: simultaneous MEG-tDCS reveals causal role of right auditory cortex in pitch learning
    NeuroImage, Feb 2021

  62. Mei Y, Huang T, Chen X, Yu S, Li J, Zhang Z, He Y, ..., Shu H
    The HMGB1-RAGE Pathway Contributes to Abnormal Migration of Endogenous Subventricular Zone Neural Progenitors in an Experimental Model of Focal Microgyria
    ResearchSquare preprint, Feb 2021

  63. Miraglia F, Vecchio F, Alù F, Orticoni A, Judica E, Cotelli M, Rossini PM
    Brain sources' activity in resting state before a visuo-motor task
    Journal of Neural Engineering, Feb 2021

  64. Mosher JC, Funke ME
    Towards Best Practices in Clinical Magnetoencephalography: Patient Preparation and Data Acquisition
    Journal of Clinical Neurophysiology, Jan 2021

  65. Medani T, Garcia-Prieto J, Tadel F, Schrader S, Joshi A, Engwer C, Wolters CH, Mosher JC, Leahy RM
    Realistic head modeling of electromagnetic brain activity: An integrated Brainstorm pipeline from MRI data to the FEM solution (preprint)
    SPIE Medical Imaging, Feb 2021

  66. Mheich A, Dufor O, Yassine S, Kabbara A, Biraben A, Wendling F, Hassa M
    HD-EEG for tracking sub-second brain dynamics during cognitive tasks
    Scientific data, Jan 2021

  67. Mihály I, Berki AJ, Orbán-Kis K, Gáll Z, Bod RB, Szilágyi T
    The effect of amygdala low-frequency stimulation on inter-hippocampal connectivity in the pilocarpine model of epilepsy
    Acta Medica Marisiensis, Jan 2021

  68. Mikhailova ES, Gerasimenko NY, Saltykov KA
    Neurophysiological Mechanisms of Orientation Feature Matching in a Working Memory Task
    Human Physiology, Jan 2020

  69. Mikhailova ES, Karpova VY, Gerasimenko NY, Gordeev SA, Kushnir AB
    Facial emotion perception in young female students with subsyndromal panic disorder. Behavioral and ERP study
    Biological Psychology, Mar 2021

  70. Moucek R, Kupilık F
    On Open Workflows for Processing of Standardized Electroencephalography Data
    BIOSTEC Conference, Feb 2021

  71. Nday CM, Frantzidis CA, Plomariti C, Gilou SC, Ntakakis C, Jackson G, Chatziioannidis L, Bamidis PD, Kourtidou‐Papadeli C
    Human blood adenosine biomarkers and non‐rapid eye movement sleep stage 3 (NREM3) cortical functional connectivity associations during a 30‐day head‐down‐tilt bed rest analogue: Potential effectiveness of a reactive sledge jump as a countermeasure
    Journal of Sleep Research, Apr 2021

  72. Ntolkeras G, Tamilia E, AlHilani M, Bolton J, Grant EP, Prabhu SP, Madsen JR, Stufflebeam SM, Pearl PL, Papadelis C
    Presurgical Accuracy of Dipole Clustering in MRI-Negative Pediatric Patients with Epilepsy: Validation against Intracranial EEG and Resection
    Clinical Neurophysiology, Mar 2021

  73. Núñez P, Poza J, Gómez C, Rodríguez-González V, Hillebrand A, Tewarie P, Tola-Arribas MA, Cano M, Hornero R
    Abnormal meta-state activation of dynamic brain networks across the Alzheimer spectrum
    NeuroImage, Feb 2021

  74. Nukitram J, Cheaha D, Kumarnsit E
    Spectral power and theta-gamma coupling in the basolateral amygdala related with methamphetamine-induced conditioned place preference in mice
    Neuroscience Letters, May 2021

  75. Oliver W, Parker D, Hetrick W, Clementz BA
    Is a paired-stimuli configuration necessary to obtain typical evoked response differences in studies of psychosis? An MEG study
    Biomarkers in Neuropsychiatry, Apr 2021

  76. Ono Y, Hirosawa T, Hasegawa C, Ikeda T, Kudo K, Naito N, Yoshimura Y, Kikuchi M
    Influence of oxytocin administration on somatosensory evoked magnetic fields induced by median nerve stimulation during hand action observation in healthy male volunteers
    Plos one, Mar 2021

  77. Orczyk J, Schroeder CE, Abeles IY, Gomez-Ramirez M, Butler PM, Kajikawa Y
    Comparison of Scalp ERP to Faces in Macaques and Humans
    Frontiers in Systems Neuroscience, May 2021

  78. Ozdemir RA, Tadayon E, Boucher P, Sun H, Momi D, ... Shafi MM
    Cortical Responses to Noninvasive Perturbations Enable Individual Brain Fingerprinting
    Brain Stimulation, Feb 2021

  79. Pelzer EA, Sharma A, Florin E
    Evaluation of data-driven MEG analysis approaches for the extraction of fMRI resting state networks
    bioRxiv preprint, Apr 2021

  80. Peña E, Mohammad TM, Almohammed F, AlOtaibi T, Nahrir S, Khan S, Poghosyan V, Johnson MD, Bajwa JA
    Individual Magnetoencephalography Response Profiles to Short-Duration L-Dopa in Parkinson’s Disease
    Frontiers in Human Neuroscience, Mar 2021

  81. Perri RL, Bianco V, Facco E, Di Russo F
    Now You See One Letter, Now You See Meaningless Symbols: Perceptual and Semantic Hypnotic Suggestions Reduce Stroop Errors Through Different Neurocognitive Mechanisms
    Frontiers in Neuroscience, Jan 2021

  82. Pesonen H, Walker S, Ahtiainen JP, Hautasaari P, Tarkka M
    Ten-year resistance training background modulates somatosensory P3 cognitive brain resonse in older men: A magnetoencephalograpy study
    Experimental Gerontology, Mar 2021

  83. Petrenko MV, Dmitriev SP, Pazgalev AS, Ossadtchi AE, Vershovskii AK
    Towards the non-zero field cesium magnetic sensor array for magnetoencephalography
    IEEE Sensors Journal, Apr 2021

  84. Pfeifer KJ, Kromer JA, Cook AJ, Hornbeck T, Lim EA, Mortimer BJP, Fogarty AS, Han SS, Dhall R, Halpern CH, Tass PA
    Coordinated Reset Vibrotactile Stimulation Induces Sustained Cumulative Benefits in Parkinson’s Disease
    Frontiers in Physiology, Apr 2021

  85. Price CN, Bidelman G
    Attention reinforces human corticofugal system to aid speech perception in noise
    NeuroImage, Apr 2021

  86. Puschmann S, Regev M, Baillet S, Zatorre RJ
    MEG inter-subject phase-locking of stimulus-driven activity during naturalistic speech listening correlates with musical training
    Journal of Neuroscience, Feb 2021

  87. Qian H, Lu Y, Liu Z, Weng X, Guo X, Li L, Zheng L, Xu, M, Cai X, Men W, Gao J, Gao X
    Pre-stimulus alpha activities predict the confidence in subjective judgment by modulating post-stimulus theta oscillation
    bioRxiv preprint, Jan 2021

  88. Qu M, Chen T, Lu S, Hu J, Wang J, Hu N
    Inverse Solution of Steady-state Responses based on Sparse Bayesian Learning
    IEEE Access, Jan 2021

  89. Reakkamnuan C, Cheaha D, Samerphob N, Sa-ih N, Kumarnsit E
    Adaptive changes in local field potential oscillation associated with morphine conditioned place preference in mice
    Physiology & Behavior, Mar 2021

  90. Recenti M, Ricciardi C, Aubonnet R, Picone I, Jacob D, Svansson HAR, Agnarsdóttir S, Karlsson GH, Baeringsdóttir V, Petersen H, Gargiulo P
    Toward Predicting Motion Sickness Using Virtual Reality and a Moving Platform Assessing Brain, Muscles, and Heart Signals
    Frontiers in Bioengineering and Biotechnology, Apr 2021

  91. Revilla-Vallejo M, Poza J, Gomez-Pilar J, Hornero R, Tola-Arribas MA, Cano M, Gómez C
    Exploring the Alterations in the Distribution of Neural Network Weights in Dementia Due to Alzheimer’s Disease
    Entropy, Apr 2021

  92. Ricci L, Tamilia E, Alhilani M, Alter A, Perry MS, Madsen JR, Peters JM, Pearl PL, Papadelis C
    Source Imaging of Seizure Onset Predicts Surgical Outcome in Pediatric Epilepsy
    Clinical Neurophysiology, Apr 2021

  93. Roascio M, Canessa A, Tro RD, Mattioli P, Fama F, Giorgetti L, Girtler N, Orso B, Morbelli S, Nobili FM, Arnaldi D, Arnulfo G
    Phase and amplitude correlations change with disease progression in idiopathic Rapid eye-movement sleep behavior disorder patients
    bioRxiv preprint, Mar 2021

  94. Rosipal R, Rošťáková Z, Trejo LJ
    Tensor Decomposition of Human Oscillatory EEG Activity in Frequency, Space and Time
    PsyArXiv preprint, Jan 2021

  95. Ruan Z, Li M
    A novel decoding method for motor imagery tasks with 4D data representation and 3D convolutional neural networks
    Journal of Neural Engineering, Apr 2021

  96. Rübel O, Tritt A, Ly R, Dichter BK, Ghosh S, Niu L, Soltesz I, Svoboda K, Frank L, Bouchard KE
    The Neurodata Without Borders ecosystem for neurophysiological data science
    bioRxiv preprint, Mar 2021

  97. Ruiz-Gómez SJ, Hornero R, Poza J, Santamaría-Vázquez E, Rodríguez-González V, Maturana-Candelas A, Gomez C
    A new method to build multiplex networks using Canonical Correlation Analysis for the characterization of the Alzheimer's disease continuum
    Journal of Neural Engineering, Jan 2021

  98. Savchuk LV, Polevaya SA, Gromov KN, Fedotchev AI, Parin SB, Balandina OV, Demareva VA
    A Digital Psychophysiological Mapping of Primary School Children with/without Learning Disabilities
    Advances in Cognitive Research, Artificial Intelligence and Neuroinformatics, Apr 2021

  99. Sergent C, Corazzol M, Labouret, Stockart F, Wexler M, King JR, Meyniel F, Pressnitzer D
    Bifurcation in brain dynamics reveals a signature of conscious processing independent of report
    Nature Communications, Feb 2021

  100. Shim M, Lee SH, Hwang HJ
    Functional connectivity-based EEG features to assist the diagnosis of post-traumatic stress disorder patients
    IEEE BCI, Feb 2021

  101. Snyder DB, Schmit BD, Hyngstrom AS, Beardsley SA
    Electroencephalography resting‐state networks in people with stroke
    Brain and Behavior, Mar 2021

  102. Sohrabpour A, He B
    Exploring the Extent of Source Imaging: Recent Advances in Noninvasive Electromagnetic Brain Imaging
    Current Opinion in Biomedical Engineering, Mar 2021

  103. Stephani T, Hodapp A, Idaji MJ, Villringer A, Nikulin VV
    Neural excitability and sensory input determine intensity perception with opposing directions in initial cortical responses
    bioRxiv preprint, Feb 2021

  104. Strauber CB, Ali LR, Fujioka T, Thille C, McCandliss BD
    Replicability of neural responses to speech accent is driven by study design and analytical parameters
    Scientific Reports, Feb 2021

  105. Sun HH, Lin MY, Nouchi R, Wang PN, Cheng CH
    Neuromagnetic evidence of abnormal automatic inhibitory function in subjective memory complaint
    European Journal of Neuroscience, Mar 2021

  106. Sunwoo JS, Lee S, Jung KY
    Reduced Flicker Lighting Enhances Theta-Band Phase Synchrony during Working Memory Tasks
    Journal of Sleep Medicine, Apr 2021

  107. Suzuki K, Yamashita O
    MEG current source reconstruction using a meta-analysis fMRI prior<<BR>NeuroImage, Apr 2021

  108. Taberna GA, Samogin J, Mantini D
    Automated Head Tissue Modelling Based on Structural Magnetic Resonance Images for Electroencephalographic Source Reconstruction
    Neuroinformatics, Jan 2021

  109. Tagliazucchi E, Zamberlan F, Cavanna F, de la Fuente L, Romero C, Perl YS, Pallavicini C
    Baseline power of theta oscillations predicts mystical-type experiences induced by DMT
    bioRxiv preprint, Mar 2021

  110. Talamonti D, Vincent T, Fraser S, Nigam A, Lesage F, Bherer L
    The Benefits of Physical Activity in Individuals with Cardiovascular Risk Factors: A Longitudinal Investigation Using fNIRS and Dual-Task Walking
    Journal of Clinical Medicine, Feb 2021

  111. Tamilia E, Matarrese MAG, Ntolkeras G, Grant PE, Madsen JR, Stufflebeam SM, Pearl PL, Papadelis C
    Noninvasive Mapping of Ripple Onset Predicts Outcome in Epilepsy Surgery
    Annals of neurology, Mar 2021

  112. Taylor KN, Joshi AA, Hirfanoglu T, Grinenko O, Liu P, Wang X, Gonzalez-Martinez JA, Leahy RM, Mosher JC, Nair DR
    Validation of Semi‐Automated Anatomically Labeled SEEG Contacts in a Brain Atlas for Mapping Connectivity in Focal Epilepsy
    Epilepsia Open, May 2021

  113. Togha MM, Salehi MR, Abiri E
    An improved version of local activities estimation to enhance motor imagery classification
    Biomedical Signal Processing and Control, Feb 2021

  114. Triebkorn P, Stefanovski L, Dhindsa K, Diaz-Cortes MA, Bey P, Bülau K, Pai R, Spiegler A, Solodkin A, Jirsa V, McIntosh AR, Ritter P
    Multi-scale brain simulation with integrated positron emission tomography yields hidden local field potential activity that augments machine learning classification of Alzheimer’s disease
    bioRxiv preprint, Mar 2021

  115. Tu Y, Pantazis D, Wilson G, Khan S, Ahlfors S, Kong J
    How expectations of pain elicited by consciously and unconsciously perceived cues unfold over time
    NeuroImage, Mar 2021

  116. Tuckute G, Hansen ST, Kjaer TW, Hansen LK
    Real-Time Decoding of Attentional States Using Closed-Loop EEG Neurofeedback
    Neural Computation, Jan 2021

  117. van Heumen S, Moreau JT, Simard-Tremblay E, Albrecht S, Dudley RWR, Baillet S
    Case Report: Aperiodic Fluctuations of Neural Activity in the Ictal MEG of a Child With Drug-Resistant Fronto-Temporal Epilepsy
    Frontiers in Neuroscience, Mar 2021

  118. Veeramalla SK, Rao TVKH
    Neural Source Connectivity Estimation Using Particle Filter and Granger Causality Methods
    Handbook of Artificial Intelligence in Biomedical Engineering, May 2021

  119. Virtala P, Partanen E, Kujala T
    Impaired Perception and Neural Processing of Rules in Developmental Dyslexia
    Journal of Learning Disabilities, Jan 2021

  120. Vourvopoulos A, Niforatos E, Bermudez i Badia S, Liarokapis F
    Brain–Computer Interfacing with Interactive Systems—Case Study 2
    In Book: Intelligent Computing for Interactive System Design: Statistics, Digital Signal Processing, and Machine Learning in Practice, Feb 2021

  121. Wang Z, Xie R, Yang X, Yin H, Li X, Liu T, Ma Y, Gao J, …, Fan X
    Female mice lacking ERβ display excitatory/inhibitory synaptic imbalance to drive the pathogenesis of temporal lobe epilepsy
    Theranostics, Apr 2021

  122. Waschke L, Kloosterman NA, Obleser J, Garrett DD
    Behavior needs neural variability
    Neuron, Mar 2021

  123. Weiss A, Chambon V, Lee JK, Drugowitsch J, Wyart V
    Interacting with volatile environments stabilizes hidden-state inference and its brain signatures
    Nature Communications, Apr 2021

  124. Wiegel P, Spedden ME, Ramsenthaler C, Beck MM, Lundbye-Jensen J
    Behavioural variability and cortical electrophysiological signals depend on recent outcomes during human reinforcement motor learning
    bioRxiv preprint, Feb 2021

  125. Xie Y, Li Y, Duan H, Xu X, Zhang W, Fang P
    Theta Oscillations and Source Connectivity During Complex Audiovisual Object Encoding in Working Memory
    Frontiers in Human Neuroscience, Mar 2021

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  127. Xu Q, Ye C, Hämäläinen JA, Ruohonen EM, Li X, Astikainen P
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  129. Yu WY, Low I, Chen C, Fuh JL, Chen LF
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  130. Yücel MA, von Lühmann A, Scholkmann F, Gervain J, Dan I, Ayaz H, Boas D, Cooper RJ, Culver J, Elwell CE, Eggebrecht A, Franceschini MA, Grova C, Homae F, Lesage F, Obrig H, Tachtsidis I, Tak S, Tong Y, Torricelli A, Wabnitz H, Wolf M
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  131. Zhang Y, Geyfman A, Coffman B, Gill K, Ferrarelli F
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  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. Ahmed RE, An Improved Algorithm For Discrimination Of Motor Imagery Based Brain Computer Interface, Sudan University Of Science And Technolog, Sudan, 2020

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

  3. Al-Fahad R, Multivariate Modeling of Cognitive Performance and Categorical Perception from Neuroimaging Data, University of Memphis, USA, 2020

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

  5. Aspé-Sánchez M, Human reciprocity, Universidad del Desarrollo, Santiago, Chile, 2020

  6. Balogun P, Detection of sleep and wake substates through unsupervised machine learning in rat hippocampus and primary motor cortex LFP recordings, University of Lethbridge, Canada, 2019

  7. Barbosa JLM
    Cadastro, processamento e visualização de eletroencefalograma
    Universidade Federal de Uberlândia, Brazil, 2019

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

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

  10. Belaoucha B, ?Using diffusion MR information to reconstruct networks of brain activations from MEG and EEG measurements, University of Cote d'Azur, France, 2017

  11. Bellato A, An investigation of autonomic arousal and attentional mechanisms in children with ADHD and Autism, University of Nottingham, UK, 2020

  12. Bérubé B, Les effets aigus de l’exercicesur la réponse cérébrovasculaireet la performance cognitive chez des personnes coronariennesstables, Universite de Montreal, Canada, 2019

  13. Bigliassi M, Cortical and psychophysiological effects of sensory modulation on attentional switching during exercise, Brunel University London, UK, 2018

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

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

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

  17. Bontemps AP, Self-Referential Processing and Psychopathic Traits in Incarcerated Adolescents, University of Alabama, USA, 2019

  18. 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

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

  20. Burkhard A, The Perisylvian Brain of Absolute Pitch Musicians, University of Zurich, Switzerland, 2020

  21. Cakir S, Magnetic Sensor Device with Integrated Magnetic Tunnel Junction Array Using Amorphous CoFeSiB Electrode, Tohoku University, Japan, 2019

  22. Carpentier SM, It's Not Simple: Brain Signal Complexity as an Index of Neural Information Processing Described via Music Perception, Complexity and Reward, University of Toronto, Canada, 2019

  23. Cattan G, De la réalisation d’une interface cerveau-ordinateur pour une réalité virtuelle accessible au grand public, Grenoble-Alpes Universite, France, 2019

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

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

  26. Chrapka P, Advances in EP and ERP signal processing, McMaster University, Canada, 2018

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

  28. Crocker B, Neurophysiological properties of cortico-cortical evoked potentials in humans, MIT, Boston, USA, 2018

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

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

  31. Consoli D, Computationally Enhanced Brain-Computer Interfaces Trained via Inverse Source Data, Politecnico di Torino, Italy, 2018

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

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

  34. Deeb SE, Analysis of Globus Pallidus Local Field Potentials and Electrocorticograms of Patients Diagnosed with Parkinson's Disease, San Diego State University, USA

  35. Díaz Blancat G, Dinámicas de los procesos proactivos y reactivos en el cambio de tarea, Universidad Complutense de Madrid, Spain 2019

  36. Domic Siede MEE, Electrophysiological brain dynamics of visuospatial planning, Pontificia Universidad Católica de Chile, 2020

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

  38. Edadan A, Expanding the field of view: from classical to extra-classical receptive fields, neurons to populations, and voxels to sensors, Utrecht University, The Netherlands, 2020

  39. Escobar Moralejo L, Movimiento de un brazo robótico con ondas cerebrales, Universidad de Sevilla, Spain, 2019

  40. Ewers NP, Is it Worth the Hit? Examining the Cognitive Effects of Subconcussive Impacts in Sport Using Event-related Potentials, McMaster University, Canada 2020

  41. Farkas D, Individual differences in the perception of the auditory streaming stimulus paradigm, Budapest University of Technology and Economics, Hungary, 2018

  42. Gao Y, Microsaccades in normal vision and in hemianopia after stroke
    Otto-von-Guericke-Universität, Magdeburg, Germany, 2019

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

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

  45. Ghosh A, Deep Learning as an investigation tool in Neuroimaging, McGill University, Canada, 2019

  46. Gold JM, The Psychophysiology of Flow States, Swinburne University of Technology, Australia, 2021

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

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

  49. Guillon J, Multilayer approach to brain connectivity in Alzheimer's disease, Sorbonne Université, France, 2018

  50. Guo LL, The Temporal Structure of Neural Processes Underlying Human Precision Grasp Computations, University of Toronto, Canada, 2020
  51. Hautasaari P, Exercise effects on early cortical somatosensory and nociceptive processing in the human brain, University of Jyväskylä, Finland, 2019

  52. Heugel NJ, Characterization of Neuroimage Coupling Between EEG and FMRI Using Within-Subject Joint Independent Component Analysis, Marquette University, Milwaukee, USA, 2020

  53. Herrick Z, Source Localization of Simulated Electroencephalogram of Virtual Epileptic Patient to Investigate Clinically Feasible Montages, State University of New York at Buffalo, USA, 2020

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

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

  56. Hutchison PJ, Hearing Aid Acclimatization in the Context of Central Gain Mechanisms, University of South Florida, USA, 2020

  57. 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

  58. Hyder A, The role of the mirroring and mentalizing systems in action understanding, University of British Columbia, Canada, 2020

  59. Ingicco Joe, Interfacing and Control of Artificial Hands, Florida Atlantic University, USA, 2019

  60. Ivo IA, Optimizing miniature electrodes and current approaches to EEG analysis, Universidade de Lisboa, Portugal, 2019

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

  62. Jmail N, Séparation des activités cérébrales phasiques et oscillatoires en MEG, EEG et EEG intracérébral, Universite Aix-Marseille, France, 2018

  63. Jmail N, Contributions aux approches de traitement des signaux éléctrophysiologiques: analyse linéaire, modélisation et dynamique cérébrale épileptique, Ecole Nationale d’Ingénieurs de Sfax, Tunisia, 2020

  64. Kabbara A, Brain network estimation from dense EEG signals: application to neurological disorders, Universite Rennes, France, 2018

  65. Keskin M, Exploring the Cognitive Processes of Map Users Employing Eye Tracking and EEG, Ghent University, Belgium, 2020

  66. Khosravani S, Wrist Joint Proprioceptive Functionand Its Corresponding Cortical Neural Activityin Cervical Dystonia, University of Minnesota, USA, 2019

  67. Kumar S, Default mode network in brain and it's identification with Electroencephalography, Indian Institute of Technology Kharagpur, India, 2019

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

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

  70. Lecours C, Étude de la cinématique de la tête, de l'activité électrique cérébrale et des réponses biomécaniques du cerveau lors de la pratique du soccer, ETS, Montréal, Canada 2020

  71. Lerud KD, Electrophysiological, Neural, and Perceptual Aspects of Pitch, University of Connecticut, USA, 2019

  72. Mainali KK, Optimizing l1 loss regularizer and its application to eeg inverse problem, University of Texas at Arlington, USA, 2020

  73. Malone PS, Perceptual Learning in the Somatosensory System: Neural Mechanisms of Vibrotactile Categorization and Acoustic-To-Vibrotactile Speech Sensory Substitution, Georgetown University, USA, 2019

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

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

  76. Marinato G, Object-Based Attention in Naturalistic Auditory Streams, University of Trento, Italy, 2020

  77. 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

  78. Martinez Cancino R, Methods and tools for characterizing transient phase-amplitude coupling in neural oscillations, UC San Diego, USA, 2020

  79. Mascherin A, On a Computationally Empowered Virtual Reality System for Real Time Intracranial Neuronavigation, Politecnico di Torino, Italy, 2019

  80. Matsushita R, Modulation of Human Auditory Cortex with Transcranial Direct Current Stimulation, McGill University, Canada, 2020

  81. McLellan S, Isometrisen lihasrasituksen vaikutus kivun prosessointiin aivokuorella : MEG-tutkimus, University of Jyväskylä, Finland, 2019

  82. Medani T, Contribution à l'amélioration du modèle de source dans la méthode des éléments finis pour la résolution du problème direct en électroencéphalographie, Université Pierre et Marie Curie - Paris VI, France, 2018

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

  84. Michelmann S, Temporal dynamics and mechanisms of oscillatory pattern reinstatement in human episodic memory, University of Birmingham, UK, 2019

  85. Migliorelli Falcone C, Methods for noninvasive localization of focal epileptic activity with magnetoencephalography, Universitat Politecnica de Catalunya, Barcelona, Spain, 2017

  86. Milligan-Williams E, A Case-Study of Using Tensors in Multi-Way Electroencephalogram (EEG) Data Analysis, University of Alabama, USA, 2020

  87. Mora Fuertes M, Effects of electrical stimulation in childhood epilepsy, Escola Tècnica Superior d'Enginyeria Industrial de Barcelona, Spain, 2019

  88. Moradi M, Design and evaluation of a GUI for signal and data analysis of mobile functional near-infrared spectroscopy systems, Kermanshah Institute of Technology, Iran, 2020

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

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

  91. Pelletier-De Koninck B, Caractérisation de la technique de stimulation transcrânienne par courant alternatif pour optimiser l'augmentation de la puissance alpha, Université de Montreal, Canada, 2020

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

  93. Prokopiou P, Modeling Dynamic Cerebrovascular Reactivity and the Hemodynamic Response Function Using Multimodal Neuroimaging Measurements, McGill University, Canada, 2020

  94. Rabini G, Hearing sounds in space: A neuro-cognitive investigation on the ability to associate auditory cues with external space, Universita di Trento, Italy, 2020

  95. Rachman L, The" other-voice" effect: how speaker identity and language familiarity influence the way we process emotional speech, Sorbonne Université, France, 2019

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

  97. Rizkallah J, Characterization of neocortical networks from high-resolution EEG: application to disorders of consciousness, Universite de Rennes, France, 2019

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

  99. 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

  100. Saha S, Personalised Signal Processing for Cortical and Cardiac Applications, University of Adelaide, Australia, 2020

  101. Salido-Ruiz RA, Problèmes inverses contraints en EEG : applications aux potentiels absolus et à l'influence du signal de référence dans l'analyse de l'EEG, Centre de Recherche en Automatique de Nancy, France, 2012

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

  103. Samani MM, Optimizing the neuroplastic effects of cathodal transcranial direct current stimulation over the primary motor cortex and transferability to prefrontal cortex, Ilmenau University of Technology, Germany, 2021

  104. Sato M, A study on information representation in the human brain by high spatiotemporal resolution analysis of neural current using source estimation of magnetoencephalography, University of Electro-Communications, Japan, 2018

  105. Schirner M, Bridging structure and function with brain network modeling, Charité-Universitätsmedizin Berlin, Germany, 2019

  106. Singh G, EEG Source Localization: A Machine Learning Approach, University of Tartu, Estonia, 2018

  107. Sirica R, Spectral analysis of P300 paradigm using High Density EEG in patients with schizophrenia undergoing TMS treatment, Politecnico di Torino, Italy, 2020

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

  109. Snyder DB, EEG Characterization of Sensorimotor Networks: Implications in Stroke, Marquette University, USA, 2020

  110. Soltanlou M, Neural and behavioral correlates of arithmetic development and learning in children, Eberhard-Karls-Universität Tübingen, Germany, 2019

  111. Staudacher G, Magnetoencephalographische und psychophysische Untersuchung nach olfaktorischer Stimulation, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany, 2019

  112. Suran T, The Relevance of Affective Information to the Semantic Representation of Social Groups, Scuola Internazionale Superiore di Studi Avanzati, Trieste, Italy, 2020

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

  114. Tait L, Multi-Scale Mathematical Modelling of Brain Networks in Alzheimer's Disease, University of Exeter, UK, 2019

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

  116. Tinga AM, Assessment of Learning Through Non-Invasive Neurophysiological Measures, Tilburg University, The Netherlands, 2020

  117. Toole C, Source Localization of Tripolar Electroencephalography
    University of Rhode Island, USA, 2018

  118. Trübutschek D, Characterizing the neuro-cognitive architecture of non-conscious working memory, Sorbonne Université, France, 2018

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

  120. Whitehead K, Somatosensory-evoked and state-dependent neural activity during the equivalent of the last trimester of human gestation, University College London, UK, 2020

  121. Wianda EM, Neural Synchrony in Neuromagnetic Signals and the Role of Alpha Oscillations for Working Memory, University of Toronto, Canada, 2019

  122. Wittevrongel B, Brain-Computer Interfacing based on Time-Domain EEG Response Detection combined with Beamforming, Katholieke Universiteit Leuven, Belgium, 2018

  123. Yassine S, Graph theoretical analysis of brain network communication, Lebanese University, Lebanon, 2018

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

  125. Zhu Y, Identifying task-related dynamic electrophysiological brain connectivity, University of Jyväskylä, Finland, 2020



Useful, mostly technical, background reading:

[1] S Baillet, JC Mosher, and RM Leahy, "Electromagnetic brain mapping," IEEE Signal processing magazine, vol. 18, pp. 14-30, 2001.

[2] M Huang, J Mosher, and R Leahy, "A sensor-weighted overlapping-sphere head model and exhaustive head model comparison for MEG," Phys. Med. Biol., vol. 44, no. 2, pp. 423–440, 1999.

[3] F Darvas, JJ Ermer, JC Mosher, and Leahy RM, "Generic head models for atlas-based EEG source analysis," Human Brain Mapping, vol. 27, no. 2, pp. 129-143, 2006.

[4] JC Mosher, RM Leahy and P Lewis , "Multiple dipole modeling and localization from spatiotemporal MEG data, "IEEE Trans. Biomed. Eng., vol. 39, no. 5, pp. 541-557, June 1992.

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