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Neuroscience

D-Index
42
Citations
7799
World Ranking
7610
National Ranking
447

Overview

Karim Jerbi is affiliated with the University of Montreal in Canada and specializes primarily in the field of Neuroscience. Their research emphasizes cognitive neuroscience, with additional focus on experimental and cognitive psychology, cardiology and cardiovascular medicine, cellular and molecular neuroscience, and radiology, nuclear medicine, and imaging.

Their work spans several main topics, including:

  • Neural dynamics and brain function
  • Functional Brain Connectivity Studies
  • EEG and Brain-Computer Interfaces
  • Neural and Behavioral Psychology Studies
  • Heart Rate Variability and Autonomic Control
  • Neuroscience and Music Perception
  • Visual perception and processing mechanisms

Jerbi's recent publications illustrate active engagement with current issues in neuroscience and brain research. Notable papers include:

  • "How critical is brain criticality?", 2022, published in Trends in Neurosciences
  • "Class imbalance should not throw you off balance: Choosing the right classifiers and performance metrics for brain decoding with imbalanced data", 2023, NeuroImage
  • "Tensorpac: An open-source Python toolbox for tensor-based phase-amplitude coupling measurement in electrophysiological brain signals", 2020, PLoS Computational Biology
  • "Good scientific practice in EEG and MEG research: Progress and perspectives", 2022, NeuroImage
  • "Human Anterior Insula Encodes Performance Feedback and Relays Prediction Error to the Medial Prefrontal Cortex", 2020, Cerebral Cortex

Frequent coauthors in Jerbi's publications include:

  • Annalisa Pascarella
  • Jordan O'Byrne
  • Tarek Lajnef
  • Yann Harel
  • Arthur Dehgan

Main publication venues for Jerbi's work include:

  • bioRxiv (Cold Spring Harbor Laboratory)
  • NeuroImage
  • arXiv (Cornell University)
  • 2022 Conference on Cognitive Computational Neuroscience
  • Communications Biology

Jerbi's research outputs demonstrate a sustained contribution to understanding neural mechanisms underpinning brain function, employing advanced electrophysiological techniques and computational tools. Their work covers both theoretical and applied aspects within cognitive neuroscience and related interdisciplinary fields.

Best Publications

  • Good practice for conducting and reporting MEG research

    Joachim Gross;Sylvain Baillet;Gareth R. Barnes;Richard N. A. Henson

  • Exceeding chance level by chance: The caveat of theoretical chance levels in brain signal classification and statistical assessment of decoding accuracy.

    Etienne Combrisson;Karim Jerbi;Karim Jerbi

  • Learning machines and sleeping brains: Automatic sleep stage classification using decision-tree multi-class support vector machines.

    Tarek Lajnef;Sahbi Chaibi;Perrine Ruby;Pierre-Emmanuel Aguera

  • Coherent neural representation of hand speed in humans revealed by MEG imaging.

    Karim Jerbi;Jean-Philippe Lachaux;Karim N′Diaye;Dimitrios Pantazis

  • How critical is brain criticality?

    Unknown

  • Task-related gamma-band dynamics from an intracerebral perspective: review and implications for surface EEG and MEG.

    Karim Jerbi;Tomás Ossandón;Carlos M. Hamamé;S. Senova;S. Senova

  • Ghost interactions in MEG/EEG source space: A note of caution on inter-areal coupling measures.

    J. Matias Palva;Sheng H. Wang;Satu Palva;Alexander Y. Zhigalov

  • Transient Suppression of Broadband Gamma Power in the Default-Mode Network Is Correlated with Task Complexity and Subject Performance

    Tomas Ossandón;Karim Jerbi;Juan R. Vidal;Dimitri J. Bayle

  • Recording and analysis techniques for high-frequency oscillations

    G. A. Worrell;K. Jerbi;K. Kobayashi;Jean-Marc Lina

  • How silent is silent reading? Intracerebral evidence for top-down activation of temporal voice areas during reading.

    Marcela Perrone-Bertolotti;Jan Kujala;Juan R. Vidal;Carlos M. Hamame

  • ELAN: a software package for analysis and visualization of MEG, EEG, and LFP signals

    Pierre-Emmanuel Aguera;Karim Jerbi;Anne Caclin;Olivier Bertrand

  • Simultaneous MEG and intracranial EEG recordings during attentive reading.

    Sarang S. Dalal;Sylvain Baillet;Sylvain Baillet;Claude Adam;Claude Adam;Antoine Ducorps;Antoine Ducorps

  • Exploring the Electrophysiological Correlates of the Default-Mode Network with Intracerebral EEG

    Karim Jerbi;Karim Jerbi;Juan R. Vidal;Juan R. Vidal;Tomas Ossandon;Tomas Ossandon;Sarang S. Dalal;Sarang S. Dalal

  • Category-Specific Visual Responses: An Intracranial Study Comparing Gamma, Beta, Alpha, and ERP Response Selectivity

    Juan R. Vidal;Tomás Ossandón;Karim Jerbi;Sarang S. Dalal

  • On MEG forward modelling using multipolar expansions.

    K Jerbi;J C Mosher;S Baillet;R M Leahy

  • Classification methods for ongoing EEG and MEG signals.

    Michel Besserve;Karim Jerbi;Francois Laurent;Sylvain Baillet

  • Direct Recordings from Human Anterior Insula Reveal its Leading Role within the Error-Monitoring Network

    Julien Bastin;Julien Bastin;Pierre Deman;Pierre Deman;Olivier David;Olivier David;Maëlle Gueguen;Maëlle Gueguen

  • Can EEG and MEG detect signals from the human cerebellum

    Lau M. Andersen;Lau M. Andersen;Karim Jerbi;Sarang S. Dalal

  • Saccade Related Gamma-Band Activity in Intracerebral EEG: Dissociating Neural from Ocular Muscle Activity

    Karim Jerbi;Karim Jerbi;Samson Freyermuth;Sarang Dalal;Sarang Dalal;Philippe Kahane

  • Gamma oscillations in V1 are correlated with GABA(A) receptor density: A multi-modal MEG and Flumazenil-PET study.

    Jan Kujala;Julien Jung;Sandrine Bouvard;Françoise Lecaignard

  • Localization of realistic cortical activity in MEG using current multipoles

    Karim Jerbi;Sylvain Baillet;John C. Mosher;G. Nolte

  • A Blueprint for Real-Time Functional Mapping via Human Intracranial Recordings

    Jean Philippe Lachaux;Jean Philippe Lachaux;Karim Jerbi;Karim Jerbi;Karim Jerbi;Olivier Bertrand;Olivier Bertrand;Lorella Minotti

Frequent Co-Authors

Sarang S. Dalal
Sarang S. Dalal Aarhus University
Sylvain Baillet
Sylvain Baillet McGill University
Philippe Kahane
Philippe Kahane Grenoble Alpes University
Lorella Minotti
Lorella Minotti Grenoble Alpes University
Alain Berthoz
Alain Berthoz Collège de France
Jacques Martinerie
Jacques Martinerie Centre national de la recherche scientifique, CNRS
Aymeric Guillot
Aymeric Guillot Claude Bernard University Lyon 1
John C. Mosher
John C. Mosher Cleveland Clinic
Frédéric Gosselin
Frédéric Gosselin University of Montreal

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