Guillaume BECQ

Guillaume BECQ

Guillaume BECQ

Personnel Permanent — CNRS
E
Signal and image processing, applications in neurosciences and biomedical engineering

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Bureau : B365

Téléphone : 04 76 57 45 39

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Biographie

(à compléter)

Publications / Travaux


53 documents

Articles dans une revue23 documents

  • Nagham Badreddine, Florence Appaix, Guillaume Jean-Paul Claude Becq, Sophie Achard, Frédéric Saudou, et al.. Early Alterations of Motor Learning and Corticostriatal Network Activity in a Huntington’s Disease Mouse Model. European Journal of Neuroscience, 2025, 61 (5), pp.e70056. ⟨10.1111/ejn.70056⟩. ⟨hal-05053617⟩
  • Mariana Mulinari Pinheiro Machado, Alina Voda, Gildas Besancon, Guillaume Jean-Paul Claude Becq, Philippe Kahane, et al.. Transfer function approaches for SEEG brain electrode interface applied to tissue classification. System Theory, Control and Computing Journal, 2023, 3 (1), pp.20-28. ⟨10.52846/stccj.2023.3.1.46⟩. ⟨hal-04196949⟩
  • Joanes Grandjean, Gabriel Desrosiers-Gregoire, Cynthia Anckaerts, Diego Angeles-Valdez, Fadi Ayad, et al.. A consensus protocol for functional connectivity analysis in the rat brain. Nature Neuroscience, 2023, 26 (4), pp.673-681. ⟨10.1038/s41593-023-01286-8⟩. ⟨hal-04268925⟩
  • Mariana Mulinari Pinheiro Machado, Alina Voda, Gildas Besancon, Guillaume Jean-Paul Claude Becq, Olivier David, et al.. Electrode–brain interface fractional order modelling for brain tissue classification in SEEG. Biomedical Signal Processing and Control, 2023, 79, pp.104050. ⟨10.1016/j.bspc.2022.104050⟩. ⟨hal-03958081⟩
  • Nagham Badreddine, Gisela Zalcman, Florence Appaix, Guillaume Jean-Paul Claude Becq, Nicolas Tremblay, et al.. Spatiotemporal reorganization of corticostriatal networks encodes motor skill learning. Cell Reports, 2022, 39 (1), pp.110623. ⟨10.1016/j.celrep.2022.110623⟩. ⟨hal-03852764⟩
  • Mariana Mulinari Pinheiro Machado, Alina Voda, Gildas Besancon, Guillaume Jean-Paul Claude Becq, Philippe Kahane, et al.. Brain tissue classification from stereoelectroencephalographic recordings. Journal of Neuroscience Methods, 2022, 365 (January), pp.109375. ⟨10.1016/j.jneumeth.2021.109375⟩. ⟨hal-03432757⟩
  • Guillaume Jean-Paul Claude Becq, Tarik Habet, Nora Collomb, Margaux Faucher, Chantal Delon-Martin, et al.. Functional connectivity is preserved but reorganized across several anesthetic regimes. NeuroImage, 2020, 219, pp.116945. ⟨10.1016/j.neuroimage.2020.116945⟩. ⟨hal-04681589⟩
  • Guillaume Jean-Paul Claude Becq, Emmanuel Luc Barbier, Sophie Achard. Brain networks of rats under anesthesia using resting-state fMRI: comparison with dead rats, random noise and generative models of networks. Journal of Neural Engineering, 2020, 17 (4), pp.045012. ⟨10.1088/1741-2552/ab9fec⟩. ⟨hal-02935391⟩
  • Gildas Besancon, Guillaume Jean-Paul Claude Becq, Alina Voda. Fractional order modelling and identification for a phantom EEG system. IEEE Transactions on Control Systems Technology, 2020, 28 (1), pp.130-138. ⟨10.1109/TCST.2019.2891621⟩. ⟨hal-01978762⟩
  • Afif Afif, Guillaume Jean-Paul Claude Becq, Patrick Mertens. Definition of a stereotactic 3-dimensional magnetic resonance imaging template of the human insula. Neurosurgery, 2013, 72 (1 Suppl Operative), pp.ons35-46. ⟨10.1227/NEU.0b013e31826cdc57⟩. ⟨hal-00798964⟩
  • Emile Simon, Xavier Perrot, Michel Linne, Afif Afif, Guillaume Jean-Paul Claude Becq, et al.. Morphometry and localization of the temporal transverse Heschl’s gyrus in magnetic resonance imaging: a guide for cortical stimulation of chronic tinnitus.. Surgical and Radiologic Anatomy, 2013, 35 (2), pp.115-24. ⟨10.1007/s00276-012-1008-x⟩. ⟨hal-00798978⟩
  • Guillaume Jean-Paul Claude Becq, Stéphane Bonnet, Régis Guillemaud, Philippe Kahane, Lorella Minotti. Classification of Epileptic Motor Manifestations and Detection of Tonic-Clonic Seizures With Acceleration Norm Entropy. IEEE Transactions on Biomedical Engineering, 2013, 60 (8), pp.2080-2088. ⟨10.1109/TBME.2013.2244597⟩. ⟨hal-00938159⟩
  • Michel Antonakios, Guillaume Jean-Paul Claude Becq, Stéphane Bonnet, Régis Guillemaud, Philippe Kahane, et al.. An Ethernet motion-sensor based alarm system for epilepsy monitoring. Innovation and Research in BioMedical engineering, 2011, 32 (2), pp.155-157. ⟨10.1016/j.irbm.2011.01.021⟩. ⟨hal-00960593⟩
  • Guillaume Jean-Paul Claude Becq, Stéphane Bonnet, Lorella Minotti, Michel Antonakios, Régis Guillemaud, et al.. Classification of epileptic motor manifestations using inertial and magnetic sensors. Computers in Biology and Medicine, 2011, 41 (1), pp.46-55. ⟨10.1016/j.compbiomed.2010.11.005⟩. ⟨hal-00563232⟩
  • Guillaume Jean-Paul Claude Becq, Florian Chapotot. Automated sleep-wake staging combining robust feature extraction, artificial neural network classification, and flexible decision rules. International Journal of Adaptive Control and Signal Processing, 2010, 24 (5), pp.409-423. ⟨10.1002/acs.1147⟩. ⟨hal-00563240⟩
  • Afif Afif, Dominique M. Hoffmann, Guillaume Jean-Paul Claude Becq, Marc Guenot, Michel Magnin, et al.. MRI-based definition of a stereotactic two-dimensional template of the human insula. Stereotactic and Functional Neurosurgery, 2009, 87 (6), pp.385-94. ⟨10.1159/000258079⟩. ⟨hal-00563234⟩
  • Guillaume Jean-Paul Claude Becq, Stéphane Bonnet, Lorella Minotti, Michel Antonakios, Régis Guillemaud, et al.. Collection and exploratory analysis of attitude sensor data in an epilepsy monitoring unit.. Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2007, 2007, pp.2775-8. ⟨10.1109/IEMBS.2007.4352904⟩. ⟨inserm-00410855⟩
  • Guillaume Jean-Paul Claude Becq, Sylvie Charbonnier, Philippe d’Aléo, Pierre Baconnier, Lionel Bourdon. Contribution au développement d’un système portable d’évaluation de l’état de gravité d’un blessé polytraumatisé. Médecine et Armées, 2006, 34 (1), pp.5-9. ⟨hal-00343589⟩
  • Sylvie Charbonnier, Guillaume Jean-Paul Claude Becq, Loic Biot. On-line segmentation algorithm for continuously monitored data in intensive care units.. IEEE Transactions on Biomedical Engineering, 2004, 51 (3), pp.484-92. ⟨10.1109/TBME.2003.821012⟩. ⟨hal-00348268⟩
  • M. C. Chambrin, Sylvie Charbonnier, S. Sharshar, Guillaume Jean-Paul Claude Becq, Lyes Badji. Automatic characterization of events on SpO2 signal: comparison of two methods.. Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2004, 5, pp.3474-7. ⟨10.1109/IEMBS.2004.1403975⟩. ⟨hal-00348266⟩
  • Guillaume Jean-Paul Claude Becq, Sylvie Charbonnier, Lionel Bourdon, Pierre Baconnier. Evaluation of a device scoring classes of hemorrhagic shock.. Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2004, 1, pp.470-3. ⟨10.1109/IEMBS.2004.1403196⟩. ⟨hal-00348261⟩
  • Loic Biot, Laurent Holzapfel, Guillaume Jean-Paul Claude Becq, Christian Mélot, Pierre Baconnier. Do we need a systematic activation of alarm soundings for blood pressure monitoring for the safety of ICU patients?. Journal of Critical Care, 2003, 18 (4), pp.212-6. ⟨hal-00348269⟩
  • L. Biot, L. Holzapfel, Guillaume Jean-Paul Claude Becq, C. Melot, P. Boulétreau, et al.. [Selective activation of blood pressure monitoring alarms: effect of noise pollution in the intensive care unit]. Annales Françaises d’Anesthésie et de Réanimation, 2001, 20 (8), pp.677-85. ⟨hal-00348270⟩

Communications dans un congrès21 documents

  • Guillaume Jean-Paul Claude Becq. Sigcor – un paquet Python pour le calcul de seuils de coefficients de corrélation significatifs pour des petits et grands échantillons. Gretsi’25 XXXe Colloque Francophone de Traitement du Signal et des Images, GDRIASIS, Aug 2025, Strasbourg, France. ⟨hal-05593583⟩
  • Clarissa Baratin, Guillaume Jean-Paul Claude Becq, Lorella Minotti, Philippe Kahane, Julien Bastin. Détection robuste en temps réel des niveaux d’activités de régions cérébrales pour la présentation de stimuli psycho-cognitifs. GRETSI 2023 – XXIXème Colloque Francophone de Traitement du Signal et des Images, GRETSI – Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France. p.125-128. ⟨hal-04222592⟩
  • Mariana Mulinari Pinheiro Machado, Gildas Besancon, Alina Voda, Guillaume Jean-Paul Claude Becq, Philippe Kahane, et al.. Applications of SEEG brain-electrode interface modelling to electrical parameters identification and tissue classification. ECC 2023 – 21st European Control Conference, Jun 2023, Bucarest, Romania. pp.1-6, ⟨10.23919/ECC57647.2023.10178218⟩. ⟨hal-04196982⟩
  • Mariana Mulinari Pinheiro Machado, Alina Voda, Gildas Besancon, Guillaume Jean-Paul Claude Becq, Olivier David, et al.. System-Identification-Based Automatic Brain Tissue Classification for Stereoelectroencephalography. ICSTCC 2022 – 26th International Conference on System Theory, Control and Computing, Oct 2022, Sinaia, Romania. pp.440-445, ⟨10.1109/ICSTCC55426.2022.9931852⟩. ⟨hal-03958186⟩
  • Mariana Mulinari Pinheiro Machado, Alina Voda, Gildas Besancon, Guillaume Jean-Paul Claude Becq, Olivier David, et al.. Dynamic Modelling of the Brain-electrode Interface for Stereoelectroencephalography. ICSTCC 2022 – 26th International Conference on System Theory, Control and Computing, Oct 2022, Sinaia, Romania. pp.576-581, ⟨10.1109/ICSTCC55426.2022.9931875⟩. ⟨hal-03958156⟩
  • Guillaume Jean-Paul Claude Becq, Argheesh Bhanot, Céline Meillier, Sophie Achard, Emmanuel L. Barbier. Effet du filtrage sur l’évaluation de la connectivité fonctionnelle dynamique et application sur des données d’IRMs fonctionnelles de rats. GRETSI 2022 – XXVIIIème Colloque Francophone de Traitement du Signal et des Images, GRETSI – Groupe de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France. ⟨hal-03868431v2⟩
  • Axel Adam, Céline Meillier, Sophie Achard, Guillaume Jean-Paul Claude Becq, Argheesh Bhanot, et al.. Modélisation parcimonieuse de la dynamique spatio-temporelle de la connectivité fonctionnelle en IRMf cérébrale. GRETSI 2022 – XXVIIIème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France. ⟨hal-04524172⟩
  • Mariana Mulinari Pinheiro Machado, Alina Voda, Gildas Besancon, Guillaume Jean-Paul Claude Becq, Olivier David. Frequency-domain identification of stereoelectroencephalographic transfer functions for brain tissue classification. SYSID 2021 – 19th IFAC Symposium on System Identification (SYSID 2021), Jul 2021, Padoue (virtual), Italy. pp.565-570, ⟨10.1016/j.ifacol.2021.08.420⟩. ⟨hal-03432818⟩
  • Mariana Mulinari Pinheiro Machado, Alina Voda, Gildas Besancon, Guillaume Jean-Paul Claude Becq, Olivier David. New modeling results for an EEG measurement system with exciting and reading electrodes. IFAC WC 2020 – 21st IFAC World Congress, IFAC, Jul 2020, Berlin, Germany. pp.15922-15927, ⟨10.1016/j.ifacol.2020.12.351⟩. ⟨hal-04894380⟩
  • Guillaume Jean-Paul Claude Becq, Nagham Badreddine, Nicolas Tremblay, Florence Appaix, Gisela Zalcman, et al.. Classification de types de neurones à partir de signaux calciques. GRETSI 2019 – XXVIIème Colloque Francophone de Traitement du Signal et des Images, Aug 2019, Lille, France. pp.1-12. ⟨hal-02528364v2⟩
  • Gildas Besancon, Alina Voda, Guillaume Jean-Paul Claude Becq, Mariana Mulinari Pinheiro Machado. Order and parameter identification for a non-integer-order model of an EEG system. SYSID 2018 – 18th IFAC Symposium on System Identification, Jul 2018, Stockholm, Sweden. ⟨10.1016/j.ifacol.2018.09.159⟩. ⟨hal-01977923⟩
  • Sophie Achard, Guillaume Jean-Paul Claude Becq, Tarik Habet, Nora Collomb, Margaux Faucher, et al.. Impact of cerebral blood flow level on the fluctuations of resting-state BOLD fMRI in anesthetized rats. Joint Annual Meeting ISMRM-ESMRMB 2018, Jun 2018, Paris, France. ⟨hal-02059352v2⟩
  • Guillaume Jean-Paul Claude Becq, Pierre-Olivier Amblard, Paul-Antoine Salin, Jean-Christophe Comte. Détection dynamique de graphes appliquée à l’analyse de signaux électroencéphalographiques issus du sommeil de rat. GRETSI 2017 – XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-Les-Pins, France. ⟨hal-01662574⟩
  • Guillaume Jean-Paul Claude Becq, Alina Voda, Gildas Besancon, Pierre-Olivier Amblard, Olivier J.J. Michel. Experiments and analysis for fractional order modelling of an EEG recording process. ICINCO 2017 – 14th International Conference on Informatics in Control, Automation and Robotics, Jul 2017, Madrid, Spain. ⟨hal-01583495⟩
  • Guillaume Jean-Paul Claude Becq. A propos de transformations vers des distributions uniformes et de corrélations de quantiles. GRETSI 2013 – XXIVème Colloque francophone de traitement du signal et des images, Sep 2013, Brest, France. ⟨hal-00960568⟩
  • Guillaume Jean-Paul Claude Becq, Pierre-Olivier Amblard, Sophie Roth, Catherine Villard. Simulation of hippocampal neural networks under bicuculline, with noise and synaptic delays. Neurocomp 2008 – Deuxième conférence française de Neurosciences Computationnelles, Oct 2008, Marseille, France. ⟨hal-00331594⟩
  • Guillaume Jean-Paul Claude Becq, Sophie Roth, Steeve Zozor, Jacques S. Brocard, Sylvie Gory-Fauré, et al.. Recording and simulation of hippocampal neural networks with bicuculline. MEA 2008 – 6th international meeting on substrate-integrated micro electrode arrays, Jul 2008, Reutlingen, Germany. pp.345-348. ⟨hal-00317573⟩
  • Guillaume Jean-Paul Claude Becq, Guillaume Bienkowski, Jean-Paul Diard, Catherine Villard. About MEA impedance measurement and analysis. MEA 2008 – 6th international meeting on substrate-integrated micro electrode arrays, Jul 2008, Reutlingen, Germany. pp.277-278. ⟨hal-00318561⟩
  • Elisa Diaz Bellostas, Ricardo Escola, Pascale Pham, Régis Guillemaud, Guillaume Jean-Paul Claude Becq, et al.. Recording and simulation of hippocampal neural networks. MEA 2008 – 6th international meeting on substrate-integrated micro electrode arrays, Jul 2008, Reutlingen, Germany. pp.123-124. ⟨hal-00318583⟩
  • Florian Chapotot, Lukas Zoubek, Guillaume Jean-Paul Claude Becq, Sylvie Charbonnier. Artificial Neural Network Scoring of Human Sleep-wake Stages Combining Short-epoch Feature Extraction and Post-processing Inference Rules. SLEEP 2008 – 22nd Annual Meeting of the Associated Professional Sleep Societies, Jul 2008, Baltimore, Maryland, United States. ⟨hal-00359325⟩
  • Guillaume Jean-Paul Claude Becq, Stéphane Bonnet, Lorella Minotti, Michel Antonakios, Régis Guillemaud, et al.. Collection and exploratory analysis of attitude sensor data in an epilepsy monitoring unit. Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2007, Lyon, France. pp.2775-8, ⟨10.1109/IEMBS.2007.4352904⟩. ⟨hal-00124735v2⟩

Poster de conférence3 documents

  • Guillaume Jean-Paul Claude Becq. Sigcor – un paquet Python pour le calcul de seuils de coefficients de corrélation significatifs pour des petits et grands échantillons. GRETSI’25 XXXe Colloque Francophone de Traitement du Signal et des Images, Aug 2025, Strasbourg, France. ⟨10.5281/zenodo.15115356⟩. ⟨hal-05593616⟩
  • Clarissa Baratin, Guillaume Jean-Paul Claude Becq, Lorella Minotti, Philippe Kahane, Julien Bastin. Détection Robuste en Temps Réel des Niveaux d’Activités de Régions Cérébrales pour la Présentation de Stimuli Psycho-Cognitifs. GRETSI 2023 – XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. . ⟨hal-04222605⟩
  • Argheesh Bhanot, Guillaume Jean-Paul Claude Becq, Sophie Achard, Emmanuel L Barbier. Analyse de la connectivité fonctionnelle en IRMf : graphes ou ICA. SFRMBM 2023 – 6ème conférence de la Société Française de Résonance Magnétique en Biologie et Médecine, Mar 2023, Paris, France. ⟨hal-04894271⟩

Chapitres d’ouvrage1 document

  • Guillaume Jean-Paul Claude Becq, Sylvie Charbonnier, Florian Chapotot, Alain Buguet, Lionel Bourdon, et al.. Comparison between five classifiers for automatic scoring of human sleep recordings. Saman Halgamuge and Lipo Wang. Classification and Clustering for Knowledge Discovery, Springer Verlag, pp.113, 2005. ⟨hal-00123995⟩

Pré-publications, Documents de travail3 documents

  • Clarissa Baratin, Alizée Lopez-Persem, Philippe Kahane, Lorella Minotti, Jiri Hammer, et al.. Choosing the best or avoiding the worst: complementary and opponent value signals in the human brain. 2026. ⟨hal-05409972⟩
  • N Badreddine, F Appaix, Guillaume Jean-Paul Claude Becq, Sophie Achard, F Saudou, et al.. Early alterations of motor learning and corticostriatal network activity in a Huntington’s disease mouse model. 2024. ⟨hal-04779947⟩
  • Guillaume Jean-Paul Claude Becq. Signal déterministe lié à la transmission d’activité dans un réseau de neurones ponctuels représenté par un graphe dirigé. 2013. ⟨hal-01373068⟩

Rapports1 document

  • Guillaume Jean-Paul Claude Becq, Philippe Kahane, Lorella Minotti. ANR Tecsan 07 – Epimouv Livrable 1-2-3 Partie CHU Caractérisation de la sémiologie motrice des crises épileptiques dans une unité d’épileptologie. Second système d’acquisition en clinique Logiciel de caractérisation des crises et Rapport d’évaluation.. [Rapport de recherche] Gipsa-Lab. 2011. ⟨hal-00617167⟩

Thèses1 document

  • Guillaume Jean-Paul Claude Becq. Contribution au développement d’un système portable automatique d’aide à la détermination de l’état d’urgence d’un blessé polytraumatisé. Apprentissage supervisé de classes de choc hémorragique.. Autre. Université Joseph-Fourier – Grenoble I, 2004. Français. ⟨NNT : ⟩. ⟨tel-00123992⟩

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