publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

Below is a (partial) list of my publications. You may find the most up to date list on https://cv.hal.science/fix-jeremy.

2024

  1. Complex-valued Wasserstein GAN for SAR Image Generation
    Victor Dhédin, Jérémie Levi, Jérémy Fix, and 2 more authors
    In IEEE IGARSS 2024, Jul 2024
    PDF
  2. Assessing the validity of a large-scale joint Species Distribution Model in the marine realm
    Elena Berhocoïrigoin, Philippe Le Noac’H, Sakina-Dorothée Ayata, and 3 more authors
    Oct 2024
    Poster
  3. Effect of shear rate on early Shewanella oneidensis adhesion dynamics monitored by deep learning
    Lucie Klopffer, Nicolas Louvet, Simon Becker, and 3 more authors
    Biofilm, Dec 2024
    DOI

2023

  1. Using habituation as a simple and fundamental learning mechanism in an embodied artificial agent
    Tristan Gillard, Jérémy Fix, and Alain Dutech
    Adaptive Behavior, Dec 2023
    DOI PDF
  2. Improving Knot Prediction in Wood Logs with Longitudinal Feature Propagation
    Salim Khazem, Jérémy Fix, and Cedric Pradalier
    In Computer Vision Systems : proceedings, Sep 2023
    DOI PDF
  3. 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, and 18 more authors
    IEEE Journal of Biomedical and Health Informatics, Apr 2023
    DOI PDF
  4. Deep learning for the detection of semantic features in tree X-ray CT scans
    Salim Khazem, Antoine Richard, Jérémy Fix, and 1 more author
    Artificial Intelligence in Agriculture, Jan 2023
    DOI

2022

  1. 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, and 8 more authors
    In 40ème colloque de l’Association des Diatomistes de Langue Française (ADLaF), Sep 2022
  2. [Re] Modeling habits as self-sustained patterns of sensorimotor behavior
    Tristan Gillard, Jérémy Fix, and Alain Dutech
    The ReScience journal, Apr 2022
    DOI PDF
  3. Non-Associative Learning and the Iterant Deformable Sensorimotor Medium
    Tristan Gillard, Alain Dutech, and Jérémy Fix
    May 2022
    PDF
  4. Exploring Sensitization in the Context of Extending the Behavior of an Artificial Agent
    Tristan Gillard, Jérémy Fix, and Alain Dutech
    In Lecture Notes in Computer Science (LNAI), Sep 2022
    DOI PDF
  5. Predict alone, decide together: cardiac abnormality detection based on single lead classifier voting
    Pierre Aublin, Mouin Ben Ammar, Jeremy Fix, and 3 more authors
    Physiological Measurement, May 2022
    DOI
  6. Feedback from a data center for education at CentraleSupélec engineering school
    Jérémy Fix, Stéphane Vialle, Remi Hellequin, and 3 more authors
    In 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), May 2022
    DOI
  7. Results from the deep learning challenge associated with the 3MD4040 lecture on plankton classification
    Jérémy Fix
    May 2022
    DOI PDF

2021

  1. Classification in C-band of Doppler signatures of human activities in indoor environment
    Pierre Cadart, Marin Merlin, Giovanni Manfredi, and 4 more authors
    In IET International Radar Conference 2020, May 2021
    DOI
  2. Deep learning for aircraft classification from VHF radar signatures
    Jérémy Fix, Chengfang Ren, Arthur Costa Lopes, and 4 more authors
    IET Radar Sonar and Navigation, Apr 2021
    DOI PDF
  3. Cardiac Abnormality Detection Based on an Ensemble Voting of Single-Lead Classifier Predictions
    Pierre Aublin, Mouin Ben Ammar, Nina Achache, and 5 more authors
    In 2021 Computing in Cardiology (CinC), Sep 2021
    DOI
  4. Density Independent Self-organized Support for Q-Value Function Interpolation in Reinforcement Learning
    Antonin Calba, Alain Dutech, and Jérémy Fix
    In 29th European Symposium on Artificial Neural Networks, Oct 2021
    DOI PDF

2020

  1. Look and Feel What and How Recurrent Self-Organizing Maps Learn
    Jérémy Fix, and Hervé Frezza-Buet
    In Advances in Self-Organizing Maps, Learning Vector Quantization, Clustering and Data Visualization, WSOM 19, Apr 2020
    DOI PDF

2019

  1. Analysis of airplane signatures using passive VHF radar for recognition perspectives
    Israel Hinostroza Sáenz, Chengfang Ren, Thierry Letertre, and 1 more author
    In 2019 International Radar Conference (RADAR), Sep 2019
    DOI PDF

2018

  1. Reconstruction d’état caché avec cartes auto-organisatrices récurrentes
    Alain Dutech, Jérémy Fix, and Hervé Frezza-Buet
    In JFPDA 2018 - Journées Francophones sur la Planification, la Décision et l’Apprentissage pour la conduite de systèmes, Jul 2018
    PDF

2017

  1. Evaluation of Off-The-Shelf CNNs for the Representation of Natural Scenes with Large Seasonal Variations
    Amandine Gout, Yann Lifchitz, Titouan Cottencin, and 3 more authors
    Jan 2017
    ROBOTICS
    PDF

2016

  1. In the quest of efficient hardware implementations of dynamic neural fields: an experimentalstudy on the influence of the kernel shape
    Benoît Vangel, and Jérémy Fix
    In 2016 Intemational Joint Conference on Neural Networks (IJCNN), Jul 2016
    DOI PDF

2015

  1. YARBUS : Yet Another Rule Based belief Update System Jérémy Fix Hervé Frezza-Buet
    Jérémy Fix, and Hervé Frezza-Buet
    Jul 2015
    PDF

2014

  1. Dynamic Formation of Self-Organizing Maps
    Jérémy Fix
    In Advances in Self-Organizing Maps and Learning Vector Quantization, Jul 2014
    DOI PDF
  2. Towards an effective multi-map self organizing recurrent neural network
    Denis Baheux, Jérémy Fix, and Hervé Frezza-Buet
    In ESANN 2014 proceedings, Apr 2014

2013

  1. Template based black-box optimization of dynamic neural fields
    Jérémy Fix
    Neural Networks, Oct 2013
    DOI

2012

  1. DANA: Distributed (asynchronous) Numerical and Adaptive modelling framework
    Nicolas P. Rougier, and Jérémy Fix
    Network: Computation in Neural Systems, Dec 2012
    DOI PDF
  2. Monte-Carlo Swarm Policy Search
    Jérémy Fix, and Matthieu Geist
    In Swarm and Evolutionary Computation, Apr 2012
    DOI PDF
  3. Optimisation de contrôleurs par essaim particulaire
    Jérémy Fix, and Matthieu Geist
    In Actes de la Conférence Francophone sur l’Apprentissage Automatique - CAp 2012, May 2012
    http://cap2012.loria.fr/pub/Papers/10.pdf
    PDF

2011

  1. Dynamic Neural Field Optimization using the Unscented Kalman Filter
    Jérémy Fix, Matthieu Geist, Olivier Pietquin, and 1 more author
    In Proceedings of the IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, Apr 2011
    DOI PDF
  2. A dynamic neural field approach to the covert and overt deployment of spatial attention
    Jérémy Fix, Nicolas P. Rougier, and Frédéric Alexandre
    Cognitive Computation, Apr 2011
    DOI PDF

2010

  1. Influence of Spatial Attention on the Receptive Field Shape of Neurons in Monkey Area MT
    Jérémy Fix, Henning Schroll, Katharina Anton-Erxleben, and 3 more authors
    In Proceedings of the 5th french conference on computational neuroscience “Neurocomp 10 ”, Oct 2010
    PDF
  2. InterCell: a Software Suite for Rapid Prototyping and Parallel Execution of Fine Grained Applications
    Jens Gustedt, Stéphane Vialle, Hervé Frezza-Buet, and 3 more authors
    Jun 2010
    DOI PDF

2009

  1. Biological Models of Reinforcement Learning
    Julien Vitay, Jérémy Fix, Frederik Beuth, and 2 more authors
    KI - Künstliche Intelligenz, Mar 2009
    PDF
  2. Algorithmic adjustment of neural field parameters
    Frédéric Alexandre, Jérémy Fix, Nicolas P. Rougier, and 1 more author
    Mar 2009
    PDF

2008

  1. Mécanismes numériques et distribués de l’anticipation motrice
    Jérémy Fix
    Oct 2008
    PDF
  2. On practical neural field parameters adjustment
    Frédéric Alexandre, Jérémy Fix, Axel Hutt, and 2 more authors
    In Deuxième conférence française de Neurosciences Computationnelles, ”Neurocomp08”, Oct 2008
    ISBN : 978-2-9532965-0-1
    PDF
  3. A computational approach to the covert and overt deployment of spatial attention
    Jérémy Fix, Nicolas P. Rougier, and Frédéric Alexandre
    In Deuxième conférence française de Neurosciences Computationnelles, ”Neurocomp08”, Oct 2008
    ISBN : 978-2-9532965-0-1
    PDF

2007

  1. A Top-down attentional system scanning multiple targets with saccades
    Jérémy Fix, Nicolas P. Rougier, and Frédéric Alexandre
    In From Computational Cognitive Neuroscience to Computer Vision : CCNCV 2007, Mar 2007
    PDF
  2. A distributed computational model of spatial memory anticipation during a visual search task
    Jérémy Fix, Julien Vitay, and Nicolas P. Rougier
    In Anticipatory Behavior in Adaptive Learning Systems: From Brains to Individual and Social Behavior, Mar 2007
    PDF
  3. From physiological principles to computational models of the cortex
    Jérémy Fix, Nicolas P. Rougier, and Frédéric Alexandre
    Journal of Physiology - Paris, Mar 2007
    DOI PDF
  4. A computational approach to the control of voluntary saccadic eye movements.
    Jérémy Fix
    In Advances in Cognitive Neurodynamics ICCN 2007, Mar 2007
    Chapitre 85 ; pp 491-495 ; ISBN: 978-1-4020-8386-0
    PDF

2006

  1. Principes de transformations sensorimotrices à l’aide de neurones Sigma-Pi
    Jérémy Fix
    Oct 2006
    Poster
    PDF
  2. A Computational Model of Spatial Memory Anticipation during Visual Search
    Jérémy Fix, Julien Vitay, and Nicolas P. Rougier
    In Anticipatory Behavior in Adaptive Learning Systems 2006, Sep 2006
    PDF

2005

  1. Mécanisme connexionniste pour l’anticipation visuelle
    Jérémy Fix, Nicolas P. Rougier, and Frédéric Alexandre
    Sep 2005
    PDF