Becq

Guillaume Jean-Paul Claude

Photo G. Becq


Position

Research Engineer CNRS (National Centre for Scientific Research)

Team Gaia (Geometry, Artificial intelligence, Information and Algorithms)
&esp; Technical Service

Gipsa-lab (Grenoble Images Parole Signal Automatique laboratory)
UMR 5216 CNRS, University Grenoble Alpes, Grenoble-INP
Grenoble (Domaine Universitaire, BP46, 38402 Saint Martin d'Hères cedex)
Isère, Auvergne-Rhône-Alpes
France

Office: D1114
Mail: guillaume.becq@grenoble-inp.fr
Tel.: +33(0)4 76 82 62 70



Activity

My main activity is to process and analyse data from living systems, simulate biological models and design experiments.

Currently, I am working in collaboration with researchers and colleagues for the development of experimental platforms dedicated to neurosciences. These platforms are related to measures at different scales of neural activity: scalp electroencephalography (EEG), magnetoelectorencephalography (MEG), magnetic resonance imaging (MRI), intracerebral EEG, micro electrode arrays (MEA), calcium imaging. These platforms are developed in collaboration with the Grenoble Institute of Neurosciences (GIN) and the Neel Institute. I implement and develop algorithms that put in evidence propagation of information inside neural networks. I develop experiments to understand measures on these biological networks, manage large database, and participate to the creation and realization of projects related to these domains.

In addition for the laboratory, I supervise a team of eight engineers specialized in applied mathematics and software engineering.



Curriculum Vitae

Date Position Description Fund Location
.
2010-10
Research Engineer Expert in scientific computation CNRS Gipsa-lab, UMR 5216 CNRS - Grenoble.
2010-09
2009-02
Postdoctoral Research Fellow Epileptic motor manifestations CHU Grenoble - ANR Epimouv CHU Grenoble in collaboration with Inserm U836, CEA/Leti - Grenoble.
2009-02
2006-10
Postdoctoral Research Fellow Neurons in controlled geometry CNRS - postdoc CNRS and ANR Neurofet UMR 5216 Gipsa-lab, collaboration with CNRS UPR2940 Néel Institute - Grenoble.
2006-09
2005-10
Postdoctoral Research Fellow Epileptic motor manifestations Inserm - Inserm / INRIA / CNRS Information and Health Technologies 2005 Inserm U704, CHU Grenoble, CEA/Leti/DTBS/STD/Lisa Grenoble.
2005-09
2005-04
Research Engineer Automatic sleep staging Phitools Collaboration with Inserm EA3734 - Lyon.
2004-06 Animal experimentation level 1 Université Claude Bernard - Lyon.
2005-09
2002-09
Occasional Teacher in Graduate School ENSIEG/UJF - Grenoble.
2004-10 PhD in Living Systems Modelisation Université Joseph Fourier - Grenoble
2004-10
2001-10
PhD Student Supervised learning of hemorragic shock classes DGA studies at CRSSA, in collaboration with CNRS UMR 5525 TimC and Lag - Grenoble.
2001-06
2000-10
Soldier Class II Automatic sleep staging Conscription Medical Group - La Valbonne; CRSSA - Grenoble.
2000-06
1999-10
MSc Student SpO2 alarm management in ICU CNRS Grenoble Automatic Lab (Lag) - Grenoble.
1999-06
1996-09
Engineering School Student Electrical Engineer - Specialization in Signal Processing ENSIEG - INPG - Grenoble.
1996 Deug Université Diderot, Paris
1996
1993
BSc Student Classes préparatoires aux grandes écoles Lycée Saint Louis, Paris
1993
1990
Baccalauréat Student Basic mathematics and science Lycée Louis le Grand, Paris
before 1990 Former education Verdun, Meuse, Grand-Est.
1975 Birth Metz, Moselle, Grand-Est.


Publication

# Description Reference Year
37 BECQ, Guillaume, BARBIER, Emmanuel et ACHARD Sophie. 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, vol. 17, no 4, p. 045012. @article{Becq2020Brain, title={Brain networks of rats under anesthesia using resting-state {fMRI}: comparison with dead rats, random noise and generative models of networks}, author={Becq, Guillaume J.-P. C. and Barbier, Emmanuel L. and Achard, Sophie}, journal={Journal of Neural Engineering}, year={2020}, month={aug}, publisher={{IOP} Publishing}, volume={17}, number={4}, pages={045012}, doi={https://doi.org/10.1088/1741-2552/ab9fec} } 2020
36 BECQ, G., HABET, T., COLLOMB, N., et al. Functional connectivity is preserved but reorganized across several anesthetic regimes. Neuroimage, 2020, p. 116945-116945. @article{Becq2020Functional, title={Functional connectivity is preserved but reorganized across several anesthetic regimes", author={Becq, Guillaume J.-P. C. and Habet, Tarik and Collomb, Nora and Faucher, Margaux and Delon-Martin, Chantal and Coizet, Véronique and Achard, Sophie and Barbier, Emmanuel L.}, journal={NeuroImage}, publisher={Elsevier}, volume={219}, pages={116945}, year={2020}, doi={https://doi.org/10.1016/j.neuroimage.2020.116945} } 2020
35 BECQ, Guillaume, BADREDDINE, Nagham, TREMBLAY, Nicolas, et al. Classification de types de neurones à partir de signaux calciques. In : XXVIIème Colloque francophone de traitement du signal et des images (Gretsi 2019). 2019. @inproceedings{becq2019classification, title={Classification de types de neurones {\`a} partir de signaux calciques}, author={Becq, Guillaume and Badreddine, Nagham and Tremblay, Nicolas and Appaix, Florence and Zalcman, Gisela and Fino, Elodie and Achard, Sophie}, booktitle={XXVII{\`e}me colloque GRETSI (GRETSI 2019)}, year={2019}, url={https://hal.archives-ouvertes.fr/hal-02528364} } 2019
34 BESANÇON, Gildas, BECQ, Guillaume, et VODA, Alina. Fractional-order modeling and identification for a phantom EEG system. IEEE Transactions on Control Systems Technology, 2019, vol. 28, no 1, p. 130-138. @article{besanccon2019fractional, title={Fractional-order modeling and identification for a phantom EEG system}, author={Besan{\c{c}}on, Gildas and Becq, Guillaume and Voda, Alina}, journal={IEEE Transactions on Control Systems Technology}, volume={28}, number={1}, pages={130--138}, year={2019}, publisher={IEEE}, url={https://doi.org/10.1109/TCST.2019.2891621} } 2019
33 ACHARD, Sophie, BECQ, Guillaume, HABET, Tarik, et al. Impact of cerebral blood flow level on the fluctuations of resting-state BOLD fMRI in anesthetized rats. In : Joint Annual Meeting ISMRM-ESMRMB 2018. 2018. @article{achard2018impact, title={Impact of cerebral blood flow level on the fluctuations of resting-state BOLD fMRI in anesthetized rats}, author={Achard, Sophie and Becq, Guillaume and Habet, Tarik and Collomb, Nora and Faucher, Margaux and Delon-Martin, Chantal and Coizet, V{\'e}ronique and Barbier, Emmanuel}, booktitle={Joint Annual Meeting ISMRM-ESMRMB 2018}, year={2018}, url={https://hal.archives-ouvertes.fr/hal-02059352/} } 2018
32 BESANCON, Gildas, VODA, Alina, BECQ, Guillaume, et al. Order and parameter identification for a non-integer-order model of an EEG system. IFAC-PapersOnLine, 2018, vol. 51, no 15, p. 772-777. @article{besancon2018order, title={Order and parameter identification for a non-integer-order model of an EEG system}, author={Besancon, Gildas and Voda, Alina and Becq, Guillaume and Machado, Mariana Mulinari Pinheiro}, journal={IFAC-PapersOnLine}, volume={51}, number={15}, pages={772--777}, year={2018}, publisher={Elsevier}, url={https://doi.org/10.1016/j.ifacol.2018.09.159} } 2018
31 BECQ, Guillaume, AMBLARD, Pierre-Olivier, SALIN, Paul, et al. Détection dynamique de graphes appliquée à l'analyse de signaux électroencéphalographiques issus du sommeil de rat. In : XXVIème Colloque francophone de traitement du signal et des images (Gretsi 2017). @inproceedings{becq2017detection, title={D{\'e}tection dynamique de graphes appliqu{\'e}e {\`a} l'analyse de signaux {\'e}lectroenc{\'e}phalographiques issus du sommeil de rat}, author={Becq, Guillaume and Amblard, Pierre-Olivier and Salin, Paul and Comte, Jean-Christophe}, booktitle={XXVIème Colloque francophone de traitement du signal et des images (Gretsi 2017)}, year={2017}, url={https://hal.archives-ouvertes.fr/hal-01662574/} } 2017
30 BECQ, Guillaume, VODA, Alina, BESANÇON, Gildas, et al. Experiments and Analysis for Fractional Order Modelling of an EEG Recording Process. In : ICINCO (1). 2017. p. 559-566. @inproceedings{becq2017experiments, title={Experiments and Analysis for Fractional Order Modelling of an EEG Recording Process.}, author={Becq, Guillaume and Voda, Alina and Besan{\c{c}}on, Gildas and Amblard, Pierre-Olivier and Michel, Olivier JJ}, booktitle={Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,}, pages={559-566}, publisher={SciTePress}, organization={INSTICC}, isbn={978-989-758-263-9}, year={2017}, doi={https://doi.org/10.5220/0006417905590566} } 2017
29 BECQ, Guillaume. A propos de transformations vers des distributions uniformes et de corrélations de quantiles. In : XXIVème colloque GRETSI (GRETSI 2013). 2013. @inproceedings{becq2013propos, title={A propos de transformations vers des distributions uniformes et de corr{\'e}lations de quantiles}, author={Becq, Guillaume}, booktitle={XXIV{\`e}me colloque GRETSI (GRETSI 2013)}, pages={xx}, year={2013}, url={https://hal.archives-ouvertes.fr/hal-00960568/} } 2013
28 AFIF, Afif, BECQ, Guillaume, et MERTENS, Patrick. Definition of a stereotactic 3-dimensional magnetic resonance imaging template of the human insula. Operative Neurosurgery, 2013, vol. 72, no 1, p. ons35-ons46. @article{afif2013definition, title={Definition of a stereotactic 3-dimensional magnetic resonance imaging template of the human insula}, author={Afif, Afif and Becq, Guillaume and Mertens, Patrick}, journal={Operative Neurosurgery}, volume={72}, number={1}, pages={ons35--ons46}, year={2013}, publisher={Oxford University Press}, url={https://doi.org/10.1227/NEU.0b013e31826cdc57} } 2013
27 SIMON, Emile, PERROT, Xavier, LINNE, Michel, 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, vol. 35, no 2, p. 115-124. @article{simon2013morphometry, title={Morphometry and localization of the temporal transverse Heschl’s gyrus in magnetic resonance imaging: a guide for cortical stimulation of chronic tinnitus}, author={Simon, Emile and Perrot, Xavier and Linne, Michel and Afif, Afif and Becq, Guillaume and Mertens, Patrick}, journal={Surgical and Radiologic Anatomy}, volume={35}, number={2}, pages={115--124}, year={2013}, publisher={Springer}, url={https://doi.org/10.1007/s00276-012-1008-x} } 2013
26 BECQ, Guillaume. Signal déterministe lié à la transmission d'activité dans un réseau de neurones ponctuels représenté par un graphe dirigé. 2013. @article{becq2013signal, title={Signal d{\'e}terministe li{\'e} {\`a} la transmission d'activit{\'e} dans un r{\'e}seau de neurones ponctuels repr{\'e}sent{\'e} par un graphe dirig{\'e}}, author={Becq, Guillaume}, year={2013}, url={https://hal.archives-ouvertes.fr/hal-01373068/} } 2013
25 BECQ, Guillaume, KAHANE, Philippe, MINOTTI, Lorella, et al. Classification of epileptic motor manifestations and detection of tonic–clonic seizures with acceleration norm entropy. IEEE Transactions on Biomedical Engineering, 2013, vol. 60, no 8, p. 2080-2088. @article{becq2013classification, title={Classification of epileptic motor manifestations and detection of tonic--clonic seizures with acceleration norm entropy}, author={Becq, Guillaume and Kahane, Philippe and Minotti, Lorella and Bonnet, St{\'e}phane and Guillemaud, R{\'e}gis}, journal={IEEE Transactions on Biomedical Engineering}, volume={60}, number={8}, pages={2080--2088}, year={2013}, publisher={IEEE}, url={https://doi.org/10.1109/TBME.2013.2244597} } 2013
24 AFIF, A., BECQ, G., et MERTENS, P. DEFINITION OF A STEREOTACTIC 3D MODEL OF THE HUMAN INSULA FOR NEUROSURGICAL APPROACH (EPILEPSY AND STEREOTAXIC SURGERY): p206. Epilepsia, 2012, vol. 53. @article{afif2012definition, title={DEFINITION OF A STEREOTACTIC 3D MODEL OF THE HUMAN INSULA FOR NEUROSURGICAL APPROACH (EPILEPSY AND STEREOTAXIC SURGERY): p206}, author={Afif, A and Becq, G and Mertens, P}, journal={Epilepsia}, volume={53}, year={2012} } 2012
23 BECQ, Guillaume, KAHANE, Philippe, et MINOTTI, Lorella. 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. 2011. @article{becq2011anr, title={ANR Tecsan 07-Epimouv Livrable 1-2-3 Partie CHU Caract{\'e}risation de la s{\'e}miologie motrice des crises {\'e}pileptiques dans une unit{\'e} d'{\'e}pileptologie. Second syst{\`e}me d'acquisition en clinique Logiciel de caract{\'e}risation des crises et Rapport d'{\'e}valuation.}, author={Becq, Guillaume and Kahane, Philippe and Minotti, Lorella}, year={2011}, url={https://hal.archives-ouvertes.fr/hal-00617167} } 2011
22 BONNET, S., JALLON, P., BOURGERETTE, A., et al. An Ethernet motion-sensor based alarm system for epilepsy monitoring. Irbm, 2011, vol. 32, no 2, p. 155-157. @article{bonnet2011ethernet, title={An Ethernet motion-sensor based alarm system for epilepsy monitoring}, author={Bonnet, S and Jallon, P and Bourgerette, A and Antonakios, M and Guillemaud, R and Caritu, Yannis and Becq, G and Kahane, P and Chapat, P and Thomas-Vialettes, B and others}, journal={Irbm}, volume={32}, number={2}, pages={155--157}, year={2011}, publisher={Elsevier}, doi={https://doi.org/10.1016/j.irbm.2011.01.021} } 2011
21 BECQ, Guillaume, BONNET, Stéphane, MINOTTI, Lorella, et al. Classification of epileptic motor manifestations using inertial and magnetic sensors. Computers in biology and medicine, 2011, vol. 41, no 1, p. 46-55. @article{becq2011classification, title={Classification of epileptic motor manifestations using inertial and magnetic sensors}, author={Becq, Guillaume and Bonnet, St{\'e}phane and Minotti, Lorella and Antonakios, Michel and Guillemaud, R{\'e}gis and Kahane, Philippe}, journal={Computers in biology and medicine}, volume={41}, number={1}, pages={46--55}, year={2011}, publisher={Elsevier}, doi={https://doi.org/10.1016/j.compbiomed.2010.11.005} } 2011
20 CHAPOTOT, Florian et BECQ, Guillaume. 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, vol. 24, no 5, p. 409-423. @article{chapotot2010automated, title={Automated sleep--wake staging combining robust feature extraction, artificial neural network classification, and flexible decision rules}, author={Chapotot, Florian and Becq, Guillaume}, journal={International Journal of Adaptive Control and Signal Processing}, volume={24}, number={5}, pages={409--423}, year={2010}, publisher={Wiley Online Library}, doi={https://doi.org/10.1002/acs.1147} } 2010
19 AFIF, Afif, HOFFMANN, Dominique, BECQ, Guillaume, et al. MRI-based definition of a stereotactic two-dimensional template of the human insula. Stereotactic and functional neurosurgery, 2009, vol. 87, no 6, p. 385-394. @article{afif2009mri, title={MRI-based definition of a stereotactic two-dimensional template of the human insula}, author={Afif, Afif and Hoffmann, Dominique and Becq, Guillaume and Guenot, Marc and Magnin, Michel and Mertens, Patrick}, journal={Stereotactic and functional neurosurgery}, volume={87}, number={6}, pages={385--394}, year={2009}, publisher={Karger Publishers}, doi={https://doi.org/10.1159/000258079} } 2009
18 BECQ, Guillaume, AMBLARD, Pierre-Olivier, ROTH, Sophie, et al. Simulation of hippocampal neural networks under bicuculline, with noise and synaptic delays. Neurocomp 2008. @inproceedings{becq2008simulation, title={Simulation of hippocampal neural networks under bicuculline, with noise and synaptic delays}, author={Becq, Guillaume and Amblard, Pierre-Olivier and Roth, Sophie and Villard, Catherine}, booktitle={Deuxième conférence française de Neurosciences Computationnelles (Neurocomp 2008)}, year={2008}, doi={https://hal.archives-ouvertes.fr/hal-00331594} } 2008
17 BELLOSTAS, Elisa Diaz, PHAM, Pascale, GUILLEMAUD, Régis, et al. Recording and simulation of hippocampal neural networks. MEA 2008. @inproceedings{bellostas2008recording, title={Recording and simulation of hippocampal neural networks}, author={Bellostas, Elisa Diaz and Pham, Pascale and Guillemaud, R{\'e}gis and Becq, Guillaume and Amblard, Pierre-Olivier and Villard, Catherine and others}, booktitle={6th international meeting on substrate-integrated micro electrode arrays}, year={2008}, url={https://hal.archives-ouvertes.fr/hal-00318583/} } 2008
16 BECQ, Guillaume, BIENKOWSKI, Guillaume, DIARD, Jean-Paul, et al. About MEA impedance measurement and analysis. MEA 2008. @inproceedings{becq2008mea, title={About MEA impedance measurement and analysis}, author={Becq, Guillaume and Bienkowski, Guillaume and Diard, Jean-Paul and Villard, Catherine}, booktitle={6th international meeting on substrate-integrated micro electrode arrays}, year={2008}, url={https://hal.archives-ouvertes.fr/hal-00318561/} } 2008
15 BECQ, Guillaume, ROTH, Sophie, ZOZOR, Steeve, et al. Recording and simulation of hippocampal neural networks with bicuculline. MEA 2008. @inproceedings{becq2008recording, title={Recording and simulation of hippocampal neural networks with bicuculline}, author={Becq, Guillaume and Roth, Sophie and Zozor, Steeve and Brocard, Jacques and Gory-Faur{\'e}, Sylvie and Amblard, Pierre-Olivier and Villard, Catherine}, booktitle={6th international meeting on substrate-integrated micro electrode arrays}, year={2008}, url={https://hal.archives-ouvertes.fr/hal-00317573/} } 2008
14 CHAPOTOT, Florian, ZOUBEK, Lukas, BECQ, Guillaume, et al. Artificial neural network scoring of human sleep-wake stages combining short-epoch feature extraction and post-processing inference rules. In : 22nd Annual Meeting of the Associated Professional Sleep Societies. 2008. @inproceedings{chapotot2008artificial, title={Artificial neural network scoring of human sleep-wake stages combining short-epoch feature extraction and post-processing inference rules}, author={Chapotot, Florian and Zoubek, Lukas and Becq, Guillaume and Charbonnier, Sylvie}, booktitle={22nd Annual Meeting of the Associated Professional Sleep Societies}, year={2008} } 2008
13 BECQ, Guillaume, BONNET, Stéphane, MINOTTI, Lorella, et al. Collection and exploratory analysis of attitude sensor data in an epilepsy monitoring unit. In : 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE, 2007. p. 2775-2778. @inproceedings{becq2007collection, title={Collection and exploratory analysis of attitude sensor data in an epilepsy monitoring unit}, author={Becq, Guillaume and Bonnet, St{\'e}phane and Minotti, Lorella and Antonakios, Michel and Guillemaud, R{\'e}gis and Kahane, Philippe}, booktitle={2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society}, pages={2775--2778}, year={2007}, organization={IEEE}, doi={https://doi.org/10.1109/IEMBS.2007.4352904} } 2007
12 AFIF, A., HOFFMANN, D., BECQ, G., et al. Normalisation morphologique de l’insula (pour applications anatomo-fonctionnelles et chirurgicales). Morphologie, 2007, vol. 91, no 293, p. 142. @article{afif2007normalisation, title={Normalisation morphologique de l’insula (pour applications anatomo-fonctionnelles et chirurgicales)}, author={Afif, A and Hoffmann, D and Becq, G and Mertens, P}, journal={Morphologie}, volume={91}, number={293}, pages={142}, year={2007}, publisher={Elsevier Masson}, } 2007
11 VILLARD, Catherine, AMBLARD, Pierre-Olivier, BECQ, Guillaume, et al. Living ordered neural networks as model systems for signal processing. In : Noise and Fluctuations in Biological, Biophysical, and Biomedical Systems. International Society for Optics and Photonics, 2007. p. 660215. @inproceedings{villard2007living, title={Living ordered neural networks as model systems for signal processing}, author={Villard, Catherine and Amblard, Pierre-Olivier and Becq, Guillaume and Gory-Faur{\'e}, Sylvie and Brocard, Jacques and Roth, Sophie}, booktitle={Noise and Fluctuations in Biological, Biophysical, and Biomedical Systems}, volume={6602}, pages={660215}, year={2007}, organization={International Society for Optics and Photonics}, doi={https://doi.org/10.1117/12.724652} } 2007
10 BECQ, Guillaume, CHARBONNIER, Sylvie, D'ALÉO, Philippe, et al. Contribution au développement d'un système portable d'évaluation de l'état de gravité d'un blessé polytraumatisé. Médecine et Armées, 2006. vol. 34, no 1, p. 5-9. @article{becq2006contribution, title={Contribution au d{\'e}veloppement d'un syst{\`e}me portable d'{\'e}valuation de l'{\'e}tat de gravit{\'e} d'un bless{\'e} polytraumatis{\'e}}, author={Becq, Guillaume and Charbonnier, Sylvie and d'Al{\'e}o, Philippe and Baconnier, Pierre and Bourdon, Lionel}, year={2006}, journal={Médecine et Armées}, vol={34}, number={1}, pages={5-9}, url={https://hal.archives-ouvertes.fr/hal-00343589} } 2006
9 BECQ, Guillaume, CHARBONNIER, Sylvie, CHAPOTOT, Florian, et al. Comparison between five classifiers for automatic scoring of human sleep recordings. In : Classification and Clustering for Knowledge Discovery. Springer, Berlin, Heidelberg, 2005. p. 113-127. @incollection{becq2005comparison, title={Comparison between five classifiers for automatic scoring of human sleep recordings}, author={Becq, Guillaume and Charbonnier, Sylvie and Chapotot, Florian and Buguet, Alain and Bourdon, Lionel and Baconnier, Pierre}, booktitle={Classification and Clustering for Knowledge Discovery}, volume={4}, pages={113--127}, year={2005}, publisher={Springer}, doi={https://doi.org/10.1007/11011620_8} } 2005
8 BECQ, Guillaume. PhD Thesis (in French): 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. Université Joseph Fourier - Grenoble 1, Ecole Doctorale - Ingénieries pour la Santé, la Cognition et l'Environnement, 2004. @phdthesis{becq2004contribution, title={Contribution au d{\'e}veloppement d'un syst{\`e}me portable automatique d'aide {\`a} la d{\'e}termination de l'{\'e}tat d'urgence d'un bless{\'e} polytraumatis{\'e}. Apprentissage supervis{\'e} de classes de choc h{\'e}morragique.}, author={Becq, Guillaume}, year={2004}, school={Universit{\'e} Joseph-Fourier - Grenoble I} url={https://tel.archives-ouvertes.fr/tel-00123992} } 2004
7 CHAPOTOT, F., BECQ, G., SFORZA, E., et al. AUTOMATIC SLEEP-WAKE STAGE SCORING USING ARTIFICIAL NEURAL NETWORKS: OPTIMIZTION AND EVALUATION 132 P. Journal of Sleep Research, Supplement, 2004, vol. 13. @article{chapotot2004automatic, title={AUTOMATIC SLEEP-WAKE STAGE SCORING USING ARTIFICIAL NEURAL NETWORKS: OPTIMIZTION AND EVALUATION 132 P}, author={Chapotot, F and Becq, G and Sforza, E and Buguet, A}, journal={Journal of Sleep Research, Supplement}, volume={13}, year={2004} } 2004
6 CHAMBRIN, M. C., CHARBONNIER, Sylvie, SHARSHAR, S., et al. Automatic characterization of events on SpO2 signal: comparison of two methods. In : The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE, 2004. p. 3474-3477. @inproceedings{chambrin2004automatic, title={Automatic characterization of events on SpO2 signal: comparison of two methods}, author={Chambrin, MC and Charbonnier, Sylvie and Sharshar, S and Becq, Guillaume and Badji, Lyes}, booktitle={The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society}, volume={2}, pages={3474--3477}, year={2004}, organization={IEEE}, doi={https://doi.org/10.1109/IEMBS.2004.1403975} } 2004
5 BECQ, Guillaume, CHARBONNIER, Sylvie, BOURDON, Lionel, et al. Evaluation of a device scoring classes of hemorrhagic shock. In : The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE, 2004. p. 470-473. @inproceedings{becq2004evaluation, title={Evaluation of a device scoring classes of hemorrhagic shock}, author={Becq, Guillaume and Charbonnier, Sylvie and Bourdon, Lionel and Baconnier, Pierre}, booktitle={The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society}, volume={1}, pages={470--473}, year={2004}, organization={IEEE}, doi={https://doi.org/10.1109/IEMBS.2004.1403196} } 2004
4 CHARBONNIER, Sylvie, BECQ, Guillaume, et BIOT, Loic. On-line segmentation algorithm for continuously monitored data in intensive care units. IEEE Transactions on biomedical engineering, 2004, vol. 51, no 3, p. 484-492. @article{charbonnier2004line, title={On-line segmentation algorithm for continuously monitored data in intensive care units}, author={Charbonnier, Sylvie and Becq, Guillaume and Biot, Loic}, journal={IEEE Transactions on biomedical engineering}, volume={51}, number={3}, pages={484--492}, year={2004}, publisher={IEEE}, doi={https://doi.org/10.1109/TBME.2003.821012} } 2004
3 BIOT, Loic, HOLZAPFEL, Laurent, BECQ, Guillaume, et al. Do we need a systematic activation of alarm soundings for blood pressure monitoring for the safety of ICU patients?. Journal of critical care, 2003, vol. 18, no 4, p. 212-216. @article{biot2003we, title={Do we need a systematic activation of alarm soundings for blood pressure monitoring for the safety of ICU patients?}, author={Biot, Loic and Holzapfel, Laurent and Becq, Guillaume and M{\'e}lot, Christian and Baconnier, Pierre}, journal={Journal of critical care}, volume={18}, number={4}, pages={212--216}, year={2003}, publisher={Elsevier}, doi={https://doi.org/10.1016/j.jcrc.2003.10.004} } 2003
2 CHARBONNIER, S., BECQ, G., BIOT, L., et al. On line segmentation algorithm for ICU continuously monitored clinical data. IFAC Proceedings Volumes, 2002, vol. 35, no 1, p. 139-144. @article{charbonnier2002line, title={On line segmentation algorithm for ICU continuously monitored clinical data}, author={Charbonnier, S and Becq, G and Biot, L and Carry, PY and Perdrix, JP}, journal={IFAC Proceedings Volumes}, volume={35}, number={1}, pages={139--144}, year={2002}, publisher={Elsevier}, doi={https://doi.org/10.3182/20020721-6-ES-1901.01332} } 2002
1 BIOT, Loıc, HOLZAPFEL, Laurent, BECQ, Guillaume, et al. Selective activation of blood pressure monitoring alarms: effect of noise pollution in the intensive care unit. In : Annales francaises d'anesthesie et de reanimation. 2001. p. 677-685. @inproceedings{biot2001selective, title={Selective activation of blood pressure monitoring alarms: effect of noise pollution in the intensive care unit}, author={Biot, Lo{\i}c and Holzapfel, Laurent and Becq, Guillaume and M{\'e}lot, C and Bouletreau, P and Baconnier, Pierre}, booktitle={Annales francaises d'anesthesie et de reanimation}, volume={20}, number={8}, pages={677--685}, year={2001}, doi={https://doi.org/10.1016/S0750-7658(01)00451-8} } 2001


Codes & Datasets

cerebrostats Becq, Achard, & Barbier. (2019). fMRI of rats under anesthesia (Version 1) [Data set]. Zenodo. http://doi.org/10.5281/zenodo.2452871
dinfo Directed information, Geweke's causality measures and causality measures based on non parametric Bayesian approach (Gaussian processes); Matlab and Python packages.
NI C and Python codes to communicate with a National Instrument CRIO-9263.
pointProcess Simulation and observation of point processes such as homogenous, inhomogenous or coupled Poisson processes; a Python module.
DynaMiT Automatisation for the selection of microtubules, computation of kympographs and extraction of features on them; Java plugin for ImageJ. In collaboration with Eric Denarier.
Gipsalab_letter LaTeX packages for making letters with the graphic design of Gipsa-lab.
Gipsalab_poster LaTeX packages and examples for making A0 posters with LaTeX with the graphic design of Gipsa-lab.
Gipsalab_slides Beamer templates and definitions for making slides with the graphic design of Gipsa-lab.

See also Github for Gipsa-lab and members and Gitlab local repository.



Students

# Name Grade Description Co-supervision Date
18 Clarissa Baratin PhD Student EDISCE Intracerebral correlates of human decision-making J. Bastin (Gin) .
2020-01-06
17 Mariana Mulinari Pinheiro Machado PhD Student EEATS Fractional order modeling and identification for phantom EEG enhancement A. Voda, G. Besançon, O. David (Gin) .
2019-04-15
16 Nicolas Monge Engineering student - Phelma 2nd year Causality between EEG and ECG J. Bastin (Gin) 2018-09-07
2018-06-11
15 Zaineb Amor Engineering student - Phelma 2nd year Tracking of neural protein tau on microtubules with calcium imaging F. Chatelain, V. Stoppin-Mellet (Gin), E. Denarier (Gin) 2018-07-27
2018-05-22
14 Nagham Badreddine PhD Student BIOL Procedural memory: neuronal substrate, pathophysiology, modelisation and inference of involved networks N. Tremblay, F. Appaix (Gin), S. Achard, E. Fino (Gin) .
2017-10-01
13 Roberto Riesco Alvarez PhD Student EEATS Large scale observation of the functional organization of a neural network P.-O. Amblard, J. Boussey (LTM), T. Honegger (LTM) 2017-08-31
2016-09-01
12 Benjamin Issenlor Engineering student - Phelma 2nd year Interactions between heart, ventilation and neurons during a cognitive task J. Bastin 2016-07-29
2016-05-02
11 Tarik Habet Master in Medical Physics, UGA Cerebral functional connectivity – a preclinical study S. Achard, E. Barbier, C. Delon-Martin, V. Coizat, N. Collomb 2016-07-29
2016-02-01
10 Veronika Svozilova Erasmus Student, Brno University of Technology
MSc Biomedical Engineering and Bioinformatics
Identification of the parameters of an electroencephalographic recording system A. Voda, G. Besançon 2015-07-31
2015-02-02
9 Carlos Sotelo M2 EEATS MISCIT Identification of the parameters of an electroencephalographic recording system Part II Modelisation and simulation of the electrical activity of a neural network A. Voda, G. Besançon 2014-06-30
2014-02-03
8 David Sotelo M2 EEATS MISCIT Identification of the parameters of an electroencephalographic recording system Part I Modelisation of the propagation of the electrical activity in a random media A. Voda, G. Besançon 2014-06-30
2014-02-03
7 Alban Bronisz 2A ENSEEIHT EEG to video: Creating videos from EEG recordings of epileptic seizures 2013-07-26
2013-06-17
6 Pierre Laurent 2A SICOM – Phelma Grenoble INP Amélioration de l'étude dynamique des microtubules par traitement d’images E. Denarier (Gin) 2013-07-26
2013-05-13
5 Morgane Daniel 2A SICOM – Phelma Grenoble INP Automatisation de l’étude dynamique des microtubules et traitement d’images E. Denarier (Gin) 2012-08-03
2012-05-28
4 Camille Lacroix 2A SICOM – Ense3 Grenoble INP Recherche de corrélations dans des données EEG d’épilepsies 2012-07-27
2012-05-21
3 Anastasia Diep 2A SICOM – Ense3 Grenoble INP Automatisation de l'étude dynamique des microtubules E. Denarier (Gin) 2011-07-22
2011-05-16
2 Thibaut Frachon 2A SMPB-Bio Phelma Grenoble INP Simulation et analyse de processus de Poisson couplés. Application aux réseaux de neurones épileptiques 2011-07-22
2011-05-16
1 Renaud Schuck 2A SMPB-Bio Phelma Grenoble INP Couplage neurones électrodes 2011-07-22
2011-05-16