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Fix Jeremy

Jeremy Fix - Assistant professor in computer science - CentraleSupélec
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  • 206040
  • 464236
  • 411575
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Publications

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⟩
Journal articles hal-04095537v1
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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, inPress, pp.105971232211161. ⟨10.1177/10597123221116183⟩
Journal articles hal-04031614v1
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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⟩
Journal articles hal-03725504v1
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Deep learning for aircraft classification from VHF radar signatures

Jérémy Fix , Chengfang Ren , Arthur Costa Lopes , Guillaume Morice , Shuwa Kobayashi
IET Radar Sonar and Navigation, 2021, ⟨10.1049/rsn2.12067⟩
Journal articles hal-03227950v1

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⟩
Journal articles hal-00869726v1
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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⟩
Journal articles hal-00718780v1
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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⟩
Journal articles inria-00536374v1
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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
Journal articles hal-03217566v1
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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⟩
Journal articles inria-00166536v2

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
40ème colloque de l'Association des Diatomistes de Langue Française (ADLaF), Sep 2022, Clermont-Ferrand, France
Conference papers hal-03791615v1
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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⟩
Conference papers hal-04031636v1

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

Pierre Cadart , Marin Merlin , Giovanni Manfredi , Jérémy Fix , Chengfang Ren
IET International Radar Conference 2020, 2021, Chongqing, China. ⟨10.1049/icp.2021.0597⟩
Conference papers hal-03022656v1
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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⟩
Conference papers hal-03550442v1
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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⟩
Conference papers hal-02492643v1
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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
Conference papers hal-01840627v1
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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⟩
Conference papers hal-01482258v1

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
Conference papers hal-01104724v1
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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⟩
Conference papers hal-01060971v1
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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⟩
Conference papers hal-00695540v1
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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
Conference papers hal-00701945v1
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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⟩
Conference papers hal-00618117v1
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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
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⟩
Conference papers hal-00645121v1
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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
Cinquième conférence plénière Française de Neurosciences Computationnelles, Neurocomp 2010, Oct 2010, Lyon, France. pp. 147-152
Conference papers hal-00539470v1
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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
Conference papers hal-00331580v1
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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
Conference papers hal-00331571v1
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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
Conference papers inria-00166540v1
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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
Conference papers inria-00166538v1
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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
Conference papers inria-00104673v1
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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
Conference poster inria-00166537v1
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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⟩
Book sections hal-02120117v1
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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
Book sections inria-00166535v1
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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 : ⟩
Theses tel-00336194v3