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30

Jeremy Fix - Assistant professor in computer science - CentraleSupélec


Journal articles6 documents

  • Jérémy Fix, Chengfang Ren, Arthur Costa Lopes, Guillaume Morice, Shuwa Kobayashi, et al.. Deep learning for aircraft classification from VHF radar signatures. IET Radar Sonar and Navigation, Institution of Engineering and Technology, 2021, ⟨10.1049/rsn2.12067⟩. ⟨hal-03227950⟩
  • Jérémy Fix. Template based black-box optimization of dynamic neural fields. Neural Networks, Elsevier, 2013, 46, pp.40-49. ⟨10.1016/j.neunet.2013.04.008⟩. ⟨hal-00869726⟩
  • Nicolas Rougier, Jérémy Fix. DANA: Distributed (asynchronous) Numerical and Adaptive modelling framework. Network: Computation in Neural Systems, Taylor & Francis, 2012, 23 (4), pp.237-253. ⟨10.3109/0954898X.2012.721573⟩. ⟨hal-00718780⟩
  • Jérémy Fix, Nicolas Rougier, Frédéric Alexandre. A dynamic neural field approach to the covert and overt deployment of spatial attention. Cognitive Computation, Springer, 2011, 3 (1), pp.279-293. ⟨10.1007/s12559-010-9083-y⟩. ⟨inria-00536374⟩
  • Julien Vitay, Jérémy Fix, Frederik Beuth, Henning Schroll, Fred Hamker. Biological Models of Reinforcement Learning. KI - Künstliche Intelligenz, Springer Nature, In press. ⟨hal-03217566⟩
  • Jérémy Fix, Nicolas Rougier, Frédéric Alexandre. From physiological principles to computational models of the cortex. Journal of Physiology - Paris, Elsevier, 2007, Neuro-Computation: From Sensorimotor Integration to Computational Frameworks, 101 (1-3), pp.32-39. ⟨10.1016/j.jphysparis.2007.10.009⟩. ⟨inria-00166536v2⟩

Conference papers16 documents

  • Pierre Cadart, Marin Merlin, Giovanni Manfredi, Jérémy Fix, Chengfang Ren, et al.. Classification in C-band of Doppler signatures of human activities in indoor environment. IET International Radar Conference 2020, 2021, Chongqing, China. ⟨hal-03022656⟩
  • Israel Hinostroza Sáenz, Chengfang Ren, Thierry Letertre, Jérémy Fix. Analysis of airplane signatures using passive VHF radar for recognition perspectives. 2019 International Radar Conference, Sep 2019, Toulon, France. ⟨10.1109/RADAR41533.2019.171376⟩. ⟨hal-02492643⟩
  • Alain Dutech, Jérémy Fix, Hervé Frezza-Buet. Reconstruction d'état caché avec cartes auto-organisatrices récurrentes. JFPDA 2018 - Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes, Jul 2018, Nancy, France. pp.1-3. ⟨hal-01840627⟩
  • Benoît Chappet de Vangel, Jérémy Fix. In the quest of efficient hardware implementations of dynamic neural fields: an experimental study on the influence of the kernel shape. Intemational Joint Conference on Neural Networks (IJCNN), Jul 2016, Vancouver, Canada. ⟨10.1109/IJCNN.2016.7727446⟩. ⟨hal-01482258⟩
  • Jérémy Fix. Dynamic Formation of Self-Organizing Maps. 10th International Workshop, WSOM, Jul 2014, Mittweida, Germany. pp.25-34, ⟨10.1007/978-3-319-07695-9_2⟩. ⟨hal-01060971⟩
  • Denis Baheux, Jérémy Fix, Hervé Frezza-Buet. Towards an effective multi-map self organizing recurrent neural network. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2014, Bruges, Belgium. pp.201-206. ⟨hal-01104724⟩
  • Jérémy Fix, Matthieu Geist. Monte-Carlo Swarm Policy Search. Symposium on Swarm Intelligence and Differential Evolution, Apr 2012, Zakopane, Poland. pp.75-83, ⟨10.1007/978-3-642-29353-5_9⟩. ⟨hal-00695540⟩
  • Jérémy Fix, Matthieu Geist. Optimisation de contrôleurs par essaim particulaire. Conférence Francophone sur l'Apprentissage Automatique - CAp 2012, May 2012, Nancy, France. pp.1-14. ⟨hal-00701945⟩
  • Jérémy Fix, Matthieu Geist, Olivier Pietquin, Hervé Frezza-Buet. Dynamic Neural Field Optimization using the Unscented Kalman Filter. CCMB 2011, Apr 2011, Paris, France. 7 p., ⟨10.1109/CCMB.2011.5952113⟩. ⟨hal-00618117⟩
  • Jérémy Fix, Henning Schroll, Katharina Anton-Erxleben, Thilo Womelsdorf, Stefan Treue, et al.. Influence of Spatial Attention on the Receptive Field Shape of Neurons in Monkey Area MT. Cinquième conférence plénière Française de Neurosciences Computationnelles, Neurocomp 2010, Oct 2010, Lyon, France. pp. 147-152. ⟨hal-00539470⟩
  • Jens Gustedt, Stéphane Vialle, Hervé Frezza-Buet, d'Havh Boumba Sitou, Nicolas Fressengeas, et al.. InterCell: a Software Suite for Rapid Prototyping and Parallel Execution of Fine Grained Applications. 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⟩. ⟨hal-00645121⟩
  • Jérémy Fix, Nicolas Rougier, Frédéric Alexandre. A computational approach to the covert and overt deployment of spatial attention. Deuxième conférence française de Neurosciences Computationnelles, "Neurocomp08", Oct 2008, Marseille, France. ⟨hal-00331580⟩
  • Frédéric Alexandre, Jérémy Fix, Axel Hutt, Nicolas Rougier, Thierry Viéville. On practical neural field parameters adjustment. Deuxième conférence française de Neurosciences Computationnelles, "Neurocomp08", Oct 2008, Marseille, France. ⟨hal-00331571⟩
  • Jérémy Fix. A computational approach to the control of voluntary saccadic eye movements.. The 1st International Conference on Cognitive Neurodynamics : ICCN 2007, 2007, Shanghai, China. ⟨inria-00166540⟩
  • Jérémy Fix, Nicolas Rougier, Frédéric Alexandre. A Top-down attentional system scanning multiple targets with saccades. From Computational Cognitive Neuroscience to Computer Vision : CCNCV 2007, Mar 2007, Bielefeld, Germany. ⟨inria-00166538⟩
  • Jérémy Fix, Julien Vitay, Nicolas Rougier. A Computational Model of Spatial Memory Anticipation during Visual Search. Anticipatory Behavior in Adaptive Learning Systems 2006, Sep 2006, Rome/Italie, France. ⟨inria-00104673⟩

Poster communications1 document

  • Jérémy Fix. Principes de transformations sensorimotrices à l'aide de neurones Sigma-Pi. NeuroComp : 1ère Conférence Francophone de Neurosciences Computationnelles, Oct 2006, Pont-à-Mousson, France. ⟨inria-00166537⟩

Book sections2 documents

  • Jérémy Fix, Hervé Frezza-Buet. Look and Feel What and How Recurrent Self-Organizing Maps Learn. 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⟩. ⟨hal-02120117⟩
  • Jérémy Fix, Julien Vitay, Nicolas Rougier. A distributed computational model of spatial memory anticipation during a visual search task. 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. ⟨inria-00166535⟩

Reports4 documents

  • Amandine Gout, Yann Lifchitz, Titouan Cottencin, Quentin Groshens, Jérémy Fix, et al.. Evaluation of Off-The-Shelf CNNs for the Representation of Natural Scenes with Large Seasonal Variations. [Research Report] UMI 2958 GeorgiaTech-CNRS; CentraleSupélec UMI GT-CNRS 2958 Université Paris-Saclay. 2017. ⟨hal-01448091v2⟩
  • Jérémy Fix, Hervé Frezza-Buet. YARBUS : Yet Another Rule Based belief Update System Jérémy Fix Hervé Frezza-Buet. [Research Report] CentraleSupelec. 2015. ⟨hal-01180218⟩
  • Frédéric Alexandre, Jérémy Fix, Nicolas Rougier, Thierry Viéville. Algorithmic adjustment of neural field parameters. [Research Report] RR-6923, INRIA. 2009, pp.26. ⟨inria-00382533⟩
  • Jérémy Fix, Nicolas Rougier, Frédéric Alexandre. Mécanisme connexionniste pour l'anticipation visuelle. [Interne] 2005. ⟨inria-00000245⟩

Theses1 document

  • Jérémy Fix. Mécanismes numériques et distribués de l'anticipation motrice. Modélisation et simulation. Université Henri Poincaré - Nancy I, 2008. Français. ⟨tel-00336194v3⟩