Mathieu Lefort
Mathieu Lefort
LIRIS - SMA team
Adresse e-mail validée de liris.cnrs.fr - Page d'accueil
TitreCitée parAnnée
Using self-organizing maps for regression: the importance of the output function
T Hecht, M Lefort, A Gepperth
ESANN, 107-112, 2015
132015
Self-organization of neural maps using a modulated BCM rule within a multimodal architecture
M Lefort, Y Boniface, B Girau
82010
Somma: Cortically inspired paradigms for multimodal processing
M Lefort, Y Boniface, B Girau
The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013
62013
Biologically inspired incremental learning for high-dimensional spaces
A Gepperth, T Hecht, M Lefort, U Korner
2015 Joint IEEE International Conference on Development and Learning and …, 2015
52015
Multimodal space representation driven by self-evaluation of predictability
M Lefort, T Kopinski, A Gepperth
4th International Conference on Development and Learning and on Epigenetic …, 2014
52014
Propre: Projection and prediction for multimodal correlations learning. an application to pedestrians visual data discrimination
M Lefort, A Gepperth
2014 International Joint Conference on Neural Networks (IJCNN), 2718-2725, 2014
52014
Competition in high dimensional spaces using a sparse approximation of neural fields
JC Quinton, B Girau, M Lefort
From Brains to Systems, 123-137, 2011
52011
Coupling bcm and neural fields for the emergence of self-organization consensus
M Lefort, Y Boniface, B Girau
From brains to systems, 41-56, 2011
42011
The RoPE scale: a measure of how empathic a robot is perceived
L Charrier, A Rieger, A Galdeano, A Cordier, M Lefort, S Hassas
2019 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI …, 2019
22019
Empathy display influence on human-robot interactions: a pilot study
L Charrier, A Galdeano, A Cordier, M Lefort
22018
Learning to be attractive: probabilistic computation with dynamic attractor networks
A Gepperth, M Lefort
2016 Joint IEEE International Conference on Development and Learning and …, 2016
22016
Active learning of local predictable representations with artificial curiosity
M Lefort, A Gepperth
2015 Joint IEEE International Conference on Development and Learning and …, 2015
22015
Developmental Learning for Social Robots in Real-World Interactions
A Galdeano, A Gonnot, C Cottet, S Hassas, M Lefort, A Cordier
12018
Autonomous object recognition in videos using Siamese Neural Networks
N Medjkoune, F Armetta, M Lefort, S Duffner
12017
Flexible load shedding using gossip communication in a multi-agents system
V Lequay, M Lefort, S Mansour, S Hassas
2016 IEEE 10th International Conference on Self-Adaptive and Self-Organizing …, 2016
12016
Latency-based probabilistic information processing in recurrent neural hierarchies
A Gepperth, M Lefort
International Conference on Artificial Neural Networks, 715-722, 2014
12014
Discrimination of visual pedestrians data by combining projection and prediction learning
M Lefort, A Gepperth
12014
Apprentissage spatial de corrélations multimodales par des mécanismes d'inspiration corticale
M Lefort
12012
Self-organizing neural maps for multi-modal associations
M Lefort, Y Boniface, B Girau
BMC neuroscience 12 (1), P125, 2011
12011
Unlearning in the BCM learning rule for plastic self-organization in a multi-modal architecture
M Lefort, Y Boniface, B Girau
International Conference on Artificial Neural Networks, 93-100, 2011
12011
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