Mathieu Lefort

Associate Professor
Team | Multi-Agent Systems |
---|---|
Institution | Claude Bernard University of Lyon 1 |
Location | Nautibus (Université Lyon1) |
mathieu.lefort at liris.cnrs.fr | |
URL | http://liris.cnrs.fr/mathieu.lefort |
Contact details | Publications |
Publications LIRIS for Mathieu Lefort (3)
- 2017 (2)
- Journals (1)
- International journals with peer review (1)
- Victor Lequay, Mathieu Lefort, Saber Mansour & Salima Hassas (2017). « Ajustement diffus et adaptatif de la consommation électrique résidentielle par un système multi-agent auto-adaptatif ». Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, vol. 31, 4/2017, pp. 427-447. doi : 10.3166/ria.31.427-448. HAL : hal-01578976.
.
- Conferences (1)
- International conferences with peer review (1)
- Nawel Medjkoune, Frédéric Armetta, Mathieu Lefort & Stefan Duffner (2017). « Autonomous object recognition in videos using Siamese Neural Networks ». EUCognition Meeting (European Society for Cognitive Systems) on "Learning: Beyond Deep Neural Networks", 22 november 2017, Zurich (Suisse). HAL : hal-01630163.
.
- 2016 (1)
- Conferences (1)
- International conferences with peer review (1)
- Victor Lequay, Mathieu Lefort, Saber Mansour & Salima Hassas (2016). « Flexible Load Shedding Using Gossip Communication in a Multi-agents System ». 10th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 16 september 2016, Ausburg (Allemagne), pp. 31-39. doi : 10.1109/SASO.2016.9. HAL : hal-01489782.
.
External publications
Publications outside LIRIS for Mathieu Lefort (23)
- 2016 (1)
- Conferences (1)
- International conferences with peer review (1)
- Alexander Gepperth & Mathieu Lefort (2016). « Learning to be attractive: probabilistic computation with dynamic attractor networks ». Internal Conference on Development and LEarning (ICDL), Cergy-Pontoise (France). HAL : hal-01418141.
.
- 2015 (5)
- Conferences (5)
- International conferences with peer review (5)
- Alexander Gepperth, Thomas Hecht, Mathieu Lefort & Ursula Körner (2015). « Biologically inspired incremental learning for high-dimensional spaces ». Joint IEEE International Conference Developmental Learning and Epigenetic Robotics (ICDL-EPIROB), 16 september 2015, Providence (États-Unis). doi : 10.1109/DEVLRN.2015.7346155. HAL : hal-01250961.
.
- Thomas Hecht, Mathieu Lefort & Alexander Gepperth (2015). « Using self-organizing maps for regression: the importance of the output function ». European Symposium on Artificial Neural Networks (ESANN), 24 april 2015, Bruges (Belgium). HAL : hal-01251011.
.
- Mathieu Lefort & Alexander Gepperth (2015). « Active learning of local predictable representations with artificial curiosity ». International Conference on Development and Learning and Epigenetic Robotics (ICDL-Epirob), 16 august 2015, Providence (États-Unis). HAL : hal-01205619.
.
- Alexander Gepperth, Mathieu Lefort, Thomas Hecht & Ursula Körner (2015). « Resource-efficient incremental learning in very high dimensions ». European Symposium on Artificial Neural Networks (ESANN), 24 april 2015, Bruges (Belgium). HAL : hal-01251015.
.
- Mathieu Lefort & Alexander Gepperth (2015). « Learning of local predictable representations in partially learnable environments ». The International Joint Conference on Neural Networks (IJCNN), 17 july 2015, Killarney (Irlande). HAL : hal-01205611.
.
- 2014 (4)
- Conferences (4)
- International conferences with peer review (4)
- Mathieu Lefort & Alexander Gepperth (2014). « PROPRE: PROjection and PREdiction for multimodal correlations learning. An application to pedestrians visual data discrimination ». IJCNN - International Joint Conference on Neural Networks, 11 july 2014, Pékin (China). HAL : hal-01061662.
.
- Mathieu Lefort & Alexander Gepperth (2014). « Discrimination of visual pedestrians data by combining projection and prediction learning ». European Symposium on artificial neural networks (ESANN), 25 april 2014, Bruges (Belgium). HAL : hal-01061654.
.
- Mathieu Lefort, Thomas Kopinski & Alexander Gepperth (2014). « Multimodal space representation driven by self-evaluation of predictability ». Joint IEEE International Conference Developmental Learning and Epigenetic Robotics (ICDL-EPIROB), 16 october 2014, Gênes (Italie). HAL : hal-01061668.
.
- Alexander Gepperth & Mathieu Lefort (2014). « Latency-Based Probabilistic Information Processing in Recurrent Neural Hierarchies ». International Conference on Artificial Neural Networks (ICANN), 9 september 2014, Hamburg (Allemagne), pp. 715-722. doi : 10.1007/978-3-319-11179-7_90. HAL : hal-01098699.
.
- 2013 (1)
- Conferences (1)
- International conferences with peer review (1)
- Mathieu Lefort, Yann Boniface & Bernard Girau (2013). « SOMMA: Cortically Inspired Paradigms for Multimodal Processing ». International Joint Conference on Neural Networks, 9 august 2013, Dallas (États-Unis). HAL : hal-00859986.
.
- 2012 (2)
- HDR, thesis (1)
- Thesis (1)
- Mathieu Lefort (2012). « Apprentissage spatial de corrélations multimodales par des mécanismes d'inspiration corticale ». HAL : tel-00756687.
.
- Others (1)
- Mathieu Lefort, Yann Boniface & Bernard Girau (2012). « The SOMMA model: cortically inspired maps for multimodal learning ». Cognitive Systems, 23 february 2012, Vienna (Austria). HAL : hal-00678759.
.
- 2011 (4)
- Conferences (1)
- International conferences with peer review (1)
- Mathieu Lefort, Yann Boniface & Bernard Girau (2011). « Unlearning in the BCM learning rule for plastic self-organization in a multi-modal architecture ». International conference on Artificial Neural Networks - ICANN 2011, 17 june 2011, Espoo (Finlande). HAL : inria-00585672.
.
- Book edition (books, chapters, seminars, congress, special numbers) (2)
- Jean-Charles Quinton, Bernard Girau & Mathieu Lefort (2011). « Competition in high dimensional spaces using a sparse approximation of neural fields ». From Brains to Systems: Brain-Inspired Cognitive Systems 2010, Carlos Hernández, Ricardo Sanz, Jaime Gómez-Ramirez, Leslie S. Smith, Amir Hussain, Antonio Chella, Igor Aleksander, Springer. HAL : inria-00568924.
.
- Mathieu Lefort, Yann Boniface & Bernard Girau (2011). « Coupling BCM and neural fields for the emergence of self-organization consensus ». From Brains to Systems - Brain-Inspired Cognitive Systems 2010, Hernández, C.; Sanz, R.; Gomez, J.; Smith, L.S.; Hussain, A.; Chella, A.; Aleksander, I., Springer. HAL : inria-00585493.
- Others (1)
- Mathieu Lefort, Yann Boniface & Bernard Girau (2011). « Perceptive self-organizing maps based on the coupling of neural fields with the BCM learning rule for multi modal association ». HAL : inria-00593567.
.
- 2010 (5)
- Conferences (3)
- International conferences with peer review (1)
- Mathieu Lefort, Yann Boniface & Bernard Girau (2010). « Self-organization of neural maps using a modulated BCM rule within a multimodal architecture ». Brain Inspired Cognitive Systems 2010, 16 july 2010, Madrid (Espagne), p. 26. HAL : hal-00480028.
.
- National conferences with peer review (2)
- Mathieu Lefort, Yann Boniface & Bernard Girau (2010). « Auto organisation d'une carte de neurones par modulation de la règle BCM dans un cadre multimodal ». 17e congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle - RFIA 2010, 22 january 2010, Caen (France), pp. 423-430. HAL : hal-00434530.
.
- Mathieu Lefort, Yann Boniface & Bernard Girau (2010). « Auto-organisation d'une carte de neurones BCM sous contrainte multimodale ». 5ème Conférence française de Neurosciences Computationnelles - Neurocomp 2010, 8 october 2010, Lyon (France). HAL : inria-00512658.
.
- Others (2)
- Mathieu Lefort, Yann Boniface & Bernard Girau (2010). « Multi-sensory integration by constrained self-organization ». Third EUCogII Members Conference - Multisensory integration, 9 october 2010, Palma (Espagne). HAL : inria-00536933.
.
- Thomas Girod, Mathieu Lefort & Jean-Charles Quinton (2010). « Cortically-inspired Computational Models for Multimodality ». 3rd EUCogII Members' Conference, 9 october 2010, Palma de Mallorca (Espagne). HAL : inria-00536869.
.
- 2009 (1)
- Conferences (1)
- National conferences with peer review (1)
- Mathieu Lefort, Yann Boniface & Bernard Girau (2009). « Feedback modulation of BCM's neurons in multi modal environment ». Neurocomp 2009, 18 september 2009, Bordeaux (France), P-20. HAL : hal-00402006.
.
Last update : 2017-06-23 10:58:03