Fix Jeremy

Jeremy Fix - Maitre de conférence en informatique - CentraleSupélec
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Affiliations actuelles
  • Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA)
  • Bio-Inspired, Situated and Cellular Unconventional Information Technologies (BISCUIT)
  • CentraleSupélec
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Publications

Effect of shear rate on early Shewanella oneidensis adhesion dynamics monitored by deep learning

Lucie Klopffer , Nicolas Louvet , Simon Becker , Jérémy Fix , Cédric Pradalier et al.
Biofilm, 2024, 8, pp.100240. ⟨10.1016/j.bioflm.2024.100240⟩
Article dans une revue hal-04804088 v1
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The Human Activity Radar Challenge: Benchmarking Based on the ‘Radar Signatures of Human Activities’ Dataset From Glasgow University

Shufan Yang , Julien Le Kernec , Olivier Romain , Francesco Fioranelli , Pierre Cadart et al.
IEEE Journal of Biomedical and Health Informatics, 2023, 27 (4), pp.1813-1824. ⟨10.1109/JBHI.2023.3240895⟩
Article dans une revue hal-04500661 v1
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Using habituation as a simple and fundamental learning mechanism in an embodied artificial agent

Tristan Gillard , Jérémy Fix , Alain Dutech
Adaptive Behavior, In press, 31 (4), pp.299-321. ⟨10.1177/10597123221116183⟩
Article dans une revue hal-04031614 v1
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Deep learning for the detection of semantic features in tree X-ray CT scans

Salim Khazem , Antoine Richard , Jérémy Fix , Cedric Pradalier
Artificial Intelligence in Agriculture, 2023, 7, pp.13-26. ⟨10.1016/j.aiia.2022.12.001⟩
Article dans une revue hal-04095537 v1
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[Re] Modeling habits as self-sustained patterns of sensorimotor behavior

Tristan Gillard , Jérémy Fix , Alain Dutech
The ReScience journal, 2022, ⟨10.5281/zenodo.6478462⟩
Article dans une revue hal-03725504 v1

Predict alone, decide together: cardiac abnormality detection based on single lead classifier voting

Pierre Aublin , Mouin Ben Ammar , Jeremy Fix , Michel Barret , Joachim Behar et al.
Physiological Measurement, 2022, 43 (5), pp.054001. ⟨10.1088/1361-6579/ac66b9⟩
Article dans une revue hal-04556385 v1
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Deep learning for aircraft classification from VHF radar signatures

Jérémy Fix , Chengfang Ren , Arthur Costa Lopes , Guillaume Morice , Shuwa Kobayashi et al.
IET Radar Sonar and Navigation, 2021, 15, pp.697-707. ⟨10.1049/rsn2.12067⟩
Article dans une revue hal-03227950 v1

Template based black-box optimization of dynamic neural fields

Jérémy Fix
Neural Networks, 2013, 46, pp.40-49. ⟨10.1016/j.neunet.2013.04.008⟩
Article dans une revue istex hal-00869726 v1
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DANA: Distributed (asynchronous) Numerical and Adaptive modelling framework

Nicolas P. Rougier , Jérémy Fix
Network: Computation in Neural Systems, 2012, 23 (4), pp.237-253. ⟨10.3109/0954898X.2012.721573⟩
Article dans une revue hal-00718780 v1
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A dynamic neural field approach to the covert and overt deployment of spatial attention

Jérémy Fix , Nicolas P. Rougier , Frédéric Alexandre
Cognitive Computation, 2011, 3 (1), pp.279-293. ⟨10.1007/s12559-010-9083-y⟩
Article dans une revue inria-00536374 v1
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Biological Models of Reinforcement Learning

Julien Vitay , Jérémy Fix , Frederik Beuth , Henning Schroll , Fred H Hamker
KI - Künstliche Intelligenz, In press
Article dans une revue hal-03217566 v1
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From physiological principles to computational models of the cortex

Jérémy Fix , Nicolas P. Rougier , Frédéric Alexandre
Journal of Physiology - Paris, 2007, Neuro-Computation: From Sensorimotor Integration to Computational Frameworks, 101 (1-3), pp.32-39. ⟨10.1016/j.jphysparis.2007.10.009⟩
Article dans une revue inria-00166536 v2
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Complex-valued Wasserstein GAN for SAR Image Generation

Victor Dhédin , Jérémie Levi , Jérémy Fix , Chengfang Ren , I. Hinostroza
IEEE IGARSS 2024, Jul 2024, Athens, Greece. ⟨10.1109/igarss53475.2024.10642629⟩
Communication dans un congrès hal-04529685 v1
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Preserving polarimetric properties in PolSAR image reconstruction through Complex-Valued Auto-Encoders

Quentin Gabot , Jérémy Fix , Joana Frontera-Pons , Chengfang Ren , Jean-Philippe Ovarlez
RadarConf24 - 2024 IEEE Radar Conference, Oct 2024, Rennes, France. ⟨10.1109/RADAR58436.2024.10993988⟩
Communication dans un congrès hal-04785702 v1
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On the impact of despeckling for supervised SAR super-resolution

Max Muzeau , Chengfang Ren , Jérémy Fix , Frederic Brigui , Jean-Philippe Ovarlez
EUSAR 2024, Apr 2024, Munich, Germany
Communication dans un congrès hal-04914978 v1
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Improving Knot Prediction in Wood Logs with Longitudinal Feature Propagation

Salim Khazem , Jérémy Fix , Cedric Pradalier
14th International Conference on Computer Vision Systems - ICVS 2023, Sep 2023, Vienne, Austria. pp.169-180, ⟨10.1007/978-3-031-44137-0_15⟩
Communication dans un congrès hal-04528705 v1

Développement d’une approche collaborative pour la collecte et l’analyse des images de diatomées d’eau douce : le cas des tératologies

Iane Vallanzasca , Martin Laviale , Cyril Regan , David Heudre , Carlos E. Wetzel et al.
40ème colloque de l'Association des Diatomistes de Langue Française (ADLaF), Sep 2022, Clermont-Ferrand, France
Communication dans un congrès hal-03791615 v1
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Exploring Sensitization in the Context of Extending the Behavior of an Artificial Agent

Tristan Gillard , Jérémy Fix , Alain Dutech
International Conference on Simulation of Adaptive Behavior (SAB22), Sep 2022, Cergy-Pontoise, France. pp.15-27, ⟨10.1007/978-3-031-16770-6_2⟩
Communication dans un congrès hal-04031636 v1

Feedback from a data center for education at CentraleSupélec engineering school

Jérémy Fix , Stéphane Vialle , Remi Hellequin , Claudine Mercier , Patrick Mercier et al.
2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), May 2022, LYON (Université Lyon 3), France. pp.330-337, ⟨10.1109/IPDPSW55747.2022.00065⟩
Communication dans un congrès hal-04556247 v1

Classification in C-band of Doppler signatures of human activities in indoor environment

Pierre Cadart , Marin Merlin , Giovanni Manfredi , Jérémy Fix , Chengfang Ren et al.
IET International Radar Conference 2020, 2021, Chongqing, China. ⟨10.1049/icp.2021.0597⟩
Communication dans un congrès hal-03022656 v1

Cardiac Abnormality Detection Based on an Ensemble Voting of Single-Lead Classifier Predictions

Pierre Aublin , Mouin Ben Ammar , Nina Achache , Melina Benahmed , Aymane El Hichami et al.
2021 Computing in Cardiology (CinC), Sep 2021, Brno, Czech Republic. pp.1-4, ⟨10.23919/cinc53138.2021.9662824⟩
Communication dans un congrès hal-04556415 v1
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Density Independent Self-organized Support for Q-Value Function Interpolation in Reinforcement Learning

Antonin Calba , Alain Dutech , Jérémy Fix
29th European Symposium on Artificial Neural Networks, Oct 2021, Bruges/Online, Belgium. ⟨10.14428/esann/2021.es2021-62⟩
Communication dans un congrès hal-03550442 v1
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Analysis of airplane signatures using passive VHF radar for recognition perspectives

Israel Hinostroza Sáenz , Chengfang Ren , Thierry Letertre , Jérémy Fix
2019 International Radar Conference, Sep 2019, Toulon, France. ⟨10.1109/RADAR41533.2019.171376⟩
Communication dans un congrès hal-02492643 v1
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Reconstruction d'état caché avec cartes auto-organisatrices récurrentes

Alain Dutech , Jérémy Fix , Hervé Frezza-Buet
JFPDA 2018 - Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes, Jul 2018, Nancy, France. pp.1-3
Communication dans un congrès hal-01840627 v1
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In the quest of efficient hardware implementations of dynamic neural fields: an experimental study on the influence of the kernel shape

Benoît Chappet de Vangel , Jérémy Fix
Intemational Joint Conference on Neural Networks (IJCNN), Jul 2016, Vancouver, Canada. ⟨10.1109/IJCNN.2016.7727446⟩
Communication dans un congrès hal-01482258 v1

Towards an effective multi-map self organizing recurrent neural network

Denis Baheux , Jérémy Fix , Hervé Frezza-Buet
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2014, Bruges, Belgium. pp.201-206
Communication dans un congrès hal-01104724 v1
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Dynamic Formation of Self-Organizing Maps

Jérémy Fix
10th International Workshop, WSOM, Jul 2014, Mittweida, Germany. pp.25-34, ⟨10.1007/978-3-319-07695-9_2⟩
Communication dans un congrès hal-01060971 v1
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Optimisation de contrôleurs par essaim particulaire

Jérémy Fix , Matthieu Geist
Conférence Francophone sur l'Apprentissage Automatique - CAp 2012, May 2012, Nancy, France. pp.1-14
Communication dans un congrès hal-00701945 v1
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Monte-Carlo Swarm Policy Search

Jérémy Fix , Matthieu Geist
Symposium on Swarm Intelligence and Differential Evolution, Apr 2012, Zakopane, Poland. pp.75-83, ⟨10.1007/978-3-642-29353-5_9⟩
Communication dans un congrès hal-00695540 v1
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InterCell: a Software Suite for Rapid Prototyping and Parallel Execution of Fine Grained Applications

Jens Gustedt , Stéphane Vialle , Hervé Frezza-Buet , d'Havh Boumba Sitou , Nicolas Fressengeas et al.
PARA 2010 - 10th International Conference on Applied Parallel and Scientific Computing, Jun 2010, Reykjavík, Iceland. pp.282-292, ⟨10.1007/978-3-642-28151-8⟩
Communication dans un congrès hal-00645121 v1
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Dynamic Neural Field Optimization using the Unscented Kalman Filter

Jérémy Fix , Matthieu Geist , Olivier Pietquin , Hervé Frezza-Buet
CCMB 2011, Apr 2011, Paris, France. 7 p., ⟨10.1109/CCMB.2011.5952113⟩
Communication dans un congrès hal-00618117 v1
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Influence of Spatial Attention on the Receptive Field Shape of Neurons in Monkey Area MT

Jérémy Fix , Henning Schroll , Katharina Anton-Erxleben , Thilo Womelsdorf , Stefan Treue et al.
Cinquième conférence plénière Française de Neurosciences Computationnelles, Neurocomp 2010, Oct 2010, Lyon, France. pp. 147-152
Communication dans un congrès hal-00539470 v1
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On practical neural field parameters adjustment

Frédéric Alexandre , Jérémy Fix , Axel Hutt , Nicolas P. Rougier , Thierry Viéville
Deuxième conférence française de Neurosciences Computationnelles, "Neurocomp08", Oct 2008, Marseille, France
Communication dans un congrès hal-00331571 v1
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A computational approach to the covert and overt deployment of spatial attention

Jérémy Fix , Nicolas P. Rougier , Frédéric Alexandre
Deuxième conférence française de Neurosciences Computationnelles, "Neurocomp08", Oct 2008, Marseille, France
Communication dans un congrès hal-00331580 v1
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A Top-down attentional system scanning multiple targets with saccades

Jérémy Fix , Nicolas P. Rougier , Frédéric Alexandre
From Computational Cognitive Neuroscience to Computer Vision : CCNCV 2007, Mar 2007, Bielefeld, Germany
Communication dans un congrès inria-00166538 v1
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A computational approach to the control of voluntary saccadic eye movements.

Jérémy Fix
The 1st International Conference on Cognitive Neurodynamics : ICCN 2007, 2007, Shanghai, China
Communication dans un congrès inria-00166540 v1
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A Computational Model of Spatial Memory Anticipation during Visual Search

Jérémy Fix , Julien Vitay , Nicolas P. Rougier
Anticipatory Behavior in Adaptive Learning Systems 2006, Sep 2006, Rome/Italie, France
Communication dans un congrès inria-00104673 v1

Assessing the validity of a large-scale joint Species Distribution Model in the marine realm

Elena Berhocoïrigoin , Philippe Le Noac'H , Sakina-Dorothée Ayata , Martin Laviale , Jérémy Fix et al.
International Congress in Ecology and Evolution (SFE2 2024), Oct 2024, Lyon, France
Poster de conférence hal-04729185 v1
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Principes de transformations sensorimotrices à l'aide de neurones Sigma-Pi

Jérémy Fix
NeuroComp : 1ère Conférence Francophone de Neurosciences Computationnelles, Oct 2006, Pont-à-Mousson, France
Poster de conférence inria-00166537 v1
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Look and Feel What and How Recurrent Self-Organizing Maps Learn

Jérémy Fix , Hervé Frezza-Buet
Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, WSOM 19, 976, pp.3-12, 2020, Advances in Intelligent Systems and Computing, 978-3-030-19641-7. ⟨10.1007/978-3-030-19642-4_1⟩
Chapitre d'ouvrage hal-02120117 v1
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A distributed computational model of spatial memory anticipation during a visual search task

Jérémy Fix , Julien Vitay , Nicolas P. Rougier
M.V. Butz and others. Anticipatory Behavior in Adaptive Learning Systems: From Brains to Individual and Social Behavior, LNAI 4520, Springer-Verlag Berlin Heidelberg, 2007
Chapitre d'ouvrage inria-00166535 v1
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Mécanismes numériques et distribués de l'anticipation motrice

Jérémy Fix
Modélisation et simulation. Université Henri Poincaré - Nancy I, 2008. Français. ⟨NNT : ⟩
Thèse tel-00336194 v3