Non-instructed Motor Skill Learning in Monkeys: Insights from Deep Reinforcement Learning Models.

Emmanuel Daucé Laurène Carminatti Lucio Condro Alexa Riehle Sonja Grün Thomas Brochier Emmanuel Daucé Non-instructed Motor Skill Learning in Monkeys: Insights from Deep Reinforcement Learning Models. 263-274 2024 SAB https://doi.org/10.1007/978-3-031-71533-4_20 conf/sab/2024 db/conf/sab/sab2024.html#CarminattiCRGBD24 streams/conf/sab

Jean-Nicolas Jérémie Emmanuel Daucé Laurent U. Perrinet Retinotopic Mapping Enhances the Robustness of Convolutional Neural Networks. 2024 abs/2402.15480 CoRR https://doi.org/10.48550/arXiv.2402.15480 db/journals/corr/corr2402.html#abs-2402-15480

Jean-Nicolas Jérémie Emmanuel Daucé Laurent U. Perrinet Retinotopy Improves the Categorisation and Localisation of Visual Objects in CNNs. 574-584 2023 ICANN (1) https://doi.org/10.1007/978-3-031-44207-0_52 conf/icann/2023-1 db/conf/icann/icann2023-1.html#JeremieDP23 streams/conf/icann Ghassan Dabane Laurent U. Perrinet Emmanuel Daucé What You See Is What You Transform: Foveated Spatial Transformers as a bio-inspired attention mechanism. 1-8 2022 IJCNN https://doi.org/10.1109/IJCNN55064.2022.9892313 conf/ijcnn/2022 db/conf/ijcnn/ijcnn2022.html#DabanePD22 Emmanuel Daucé Concurrent Credit Assignment for Data-efficient Reinforcement Learning. 1-8 2022 IJCNN https://doi.org/10.1109/IJCNN55064.2022.9892560 conf/ijcnn/2022 db/conf/ijcnn/ijcnn2022.html#Dauce22

Emmanuel Daucé Concurrent Credit Assignment for Data-efficient Reinforcement Learning. 2022 abs/2205.12020 CoRR https://doi.org/10.48550/arXiv.2205.12020 db/journals/corr/corr2205.html#abs-2205-12020

Emmanuel Daucé End-Effect Exploration Drive for Effective Motor Learning. 114-124 2020 IWAI https://doi.org/10.1007/978-3-030-64919-7_13 conf/iwai2/2020 db/conf/iwai2/iwai2020.html#Dauce20 Emmanuel Daucé Laurent Perrinet Visual Search as Active Inference. 165-178 2020 IWAI https://doi.org/10.1007/978-3-030-64919-7_17 conf/iwai2/2020 db/conf/iwai2/iwai2020.html#DauceP20

Emmanuel Daucé End-Effect Exploration Drive for Effective Motor Learning. 2020 abs/2006.15960 CoRR https://arxiv.org/abs/2006.15960 db/journals/corr/corr2006.html#abs-2006-15960

Emmanuel Daucé Active Fovea-Based Vision Through Computationally-Effective Model-Based Prediction. 2018 12 Frontiers Neurorobotics https://doi.org/10.3389/fnbot.2018.00076 https://www.wikidata.org/entity/Q60954949 db/journals/finr/finr12.html#Dauce18 76

Emmanuel Daucé Toward predictive machine learning for active vision. 2017 abs/1710.10460 CoRR http://arxiv.org/abs/1710.10460 db/journals/corr/corr1710.html#abs-1710-10460

Emmanuel Daucé Apprentissage et Contrôle dans les Architectures Neuronales. (Learning and Control in Neuronal Architectures). 2016 Aix-Marseille University, Aix-en-Provence, France https://tel.archives-ouvertes.fr/tel-01264905

Emmanuel Daucé Predicting the consequence of action in digital control state spaces. 2016 abs/1609.09681 CoRR http://arxiv.org/abs/1609.09681 db/journals/corr/corr1609.html#Dauce16

Mathieu Golos Viktor K. Jirsa Emmanuel Daucé Multistability in Large Scale Models of Brain Activity. 2015 11 PLoS Comput. Biol. 12 https://doi.org/10.1371/journal.pcbi.1004644 https://www.wikidata.org/entity/Q35879499 db/journals/ploscb/ploscb11.html#GolosJD15

Hongliang Zhong Emmanuel Daucé Liva Ralaivola Online multiclass learning with "bandit" feedback under a Passive-Aggressive approach. 2015 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es2015-82.pdf conf/esann/2015 db/conf/esann/esann2015.html#ZhongDR15 Emmanuel Daucé Timothée Proix Liva Ralaivola Reward-based online learning in non-stationary environments: Adapting a P300-speller with a "backspace" key. 1-8 2015 IJCNN https://doi.org/10.1109/IJCNN.2015.7280686 conf/ijcnn/2015 db/conf/ijcnn/ijcnn2015.html#DaucePR15 Emmanuel Daucé Toward STDP-based population action in large networks of spiking neurons. 2014 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es2014-186.pdf conf/esann/2014 db/conf/esann/esann2014.html#Dauce14 Emmanuel Daucé Eoin M. Thomas Evidence build-up facilitates on-line adaptivity in dynamic environments: example of the BCI P300-speller. 2014 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es2014-188.pdf conf/esann/2014 db/conf/esann/esann2014.html#DauceT14 Emmanuel Daucé Timothée Proix Liva Ralaivola Fast online adaptivity with policy gradient: example of the BCI "P300"-speller. 2013 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es2013-100.pdf conf/esann/2013 db/conf/esann/esann2013.html#DaucePR13 Emmanuel Daucé A Model of Neuronal Specialization Using Hebbian Policy-Gradient with "Slow" Noise. 218-228 2009 ICANN (1) https://doi.org/10.1007/978-3-642-04274-4_23 conf/icann/2009-1 db/conf/icann/icann2009-1.html#Dauce09 Frédéric Henry Emmanuel Daucé Emergence of stimulus-specific synchronous response through STDP in recurrent neural networks. 379-384 2008 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es2008-93.pdf conf/esann/2008 db/conf/esann/esann2008.html#HenryD08

Frédéric Henry Emmanuel Daucé Hédi Soula Temporal pattern identification using spike-timing dependent plasticity. 2009-2016 2007 70 Neurocomputing 10-12 https://doi.org/10.1016/j.neucom.2006.10.082 db/journals/ijon/ijon70.html#HenryDS07

Emmanuel Daucé Mathias Quoy Bernard Doyon Resonant spatiotemporal learning in large random recurrent networks. 185-198 2002 87 Biol. Cybern. 3 https://doi.org/10.1007/s00422-002-0315-4 https://www.wikidata.org/entity/Q48498372 db/journals/bc/bc87.html#DauceQD02

Emmanuel Daucé Mathias Quoy Bernard Doyon Resonant spatiotemporal learning in large random recurrent networks. 315 2002 87 Biol. Cybern. 4 https://doi.org/10.1007/s00422-002-0364-8 db/journals/bc/bc87.html#DauceQD02a

Emmanuel Daucé Olivier Moynot Olivier Pinaud Manuel Samuelides Mean-field Theory and Synchronization in Random Recurrent Neural Networks. 115-126 2001 14 Neural Process. Lett. 2 db/journals/npl/npl14.html#DauceMPS01 https://doi.org/10.1023/A:1012435207437

Emmanuel Daucé Learning from Chaos: A Model of Dynamical Perception. 1129-1134 2001 conf/icann/2001 ICANN https://doi.org/10.1007/3-540-44668-0_157 db/conf/icann/icann2001.html#Dauce01 Emmanuel Daucé Adaptation dynamique et apprentissage dans des réseaux de neurones récurrents aléatoires. (Dynamic adaptation and learning in random recurrent neural networks). 2000 Institut supérieur de l'aéronautique et de l'espace, Toulouse, France https://tel.archives-ouvertes.fr/tel-01394004 Emmanuel Daucé Olivier Moynot Olivier Pinaud Manuel Samuelides Bernard Doyon Mean-field equations reveal synchronization in a 2-populations neural network model. 7-12 1999 conf/esann/1999 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es1999-14.pdf db/conf/esann/esann1999.html#DauceMPSD99

Emmanuel Daucé Mathias Quoy Bruno Cessac Bernard Doyon Manuel Samuelides Self-organization and dynamics reduction in recurrent networks: stimulus presentation and learning. 521-533 1998 11 Neural Networks 3 https://doi.org/10.1016/S0893-6080(97)00131-7 https://www.wikidata.org/entity/Q52107380 db/journals/nn/nn11.html#DauceQCDS98

Thomas Brochier Laurène Carminatti Bruno Cessac Lucio Condro Ghassan Dabane Bernard Doyon Mathieu Golos Sonja Grün Frédéric Henry Jean-Nicolas Jérémie Viktor K. Jirsa Olivier Moynot Laurent U. PerrinetLaurent Perrinet Olivier Pinaud Timothée Proix Mathias Quoy Liva Ralaivola Alexa Riehle Manuel Samuelides Hédi Soula Eoin M. Thomas Hongliang Zhong