Emmanuel Daucé - researchr alias

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Viewing Publication 1 - 22 from 22

2022

What You See Is What You Transform: Foveated Spatial Transformers as a bio-inspired attention mechanismGhassan Dabane, Laurent U. Perrinet, Emmanuel Daucé. ijcnn 2022: 1-8 [doi]

Concurrent Credit Assignment for Data-efficient Reinforcement LearningEmmanuel Daucé. ijcnn 2022: 1-8 [doi]

2020

End-Effect Exploration Drive for Effective Motor LearningEmmanuel Daucé. iwai2 2020: 114-124 [doi]

Visual Search as Active InferenceEmmanuel Daucé, Laurent Perrinet. iwai2 2020: 165-178 [doi]

2018

Active Fovea-Based Vision Through Computationally-Effective Model-Based PredictionEmmanuel Daucé. finr, 2018:76, 2018. [doi]

2016

Apprentissage et Contrôle dans les Architectures Neuronales. (Learning and Control in Neuronal Architectures)Emmanuel Daucé. 2016. [doi]

2015

Reward-based online learning in non-stationary environments: Adapting a P300-speller with a "backspace" keyEmmanuel Daucé, Timothée Proix, Liva Ralaivola. ijcnn 2015: 1-8 [doi]

Multistability in Large Scale Models of Brain ActivityMathieu Golos, Viktor K. Jirsa, Emmanuel Daucé. ploscb, 11(12), 2015. [doi]

Online multiclass learning with "bandit" feedback under a Passive-Aggressive approachHongliang Zhong, Emmanuel Daucé, Liva Ralaivola. esann 2015: [doi]

2014

Evidence build-up facilitates on-line adaptivity in dynamic environments: example of the BCI P300-spellerEmmanuel Daucé, Eoin M. Thomas. esann 2014: [doi]

Toward STDP-based population action in large networks of spiking neuronsEmmanuel Daucé. esann 2014: [doi]

2013

Fast online adaptivity with policy gradient: example of the BCI "P300"-spellerEmmanuel Daucé, Timothée Proix, Liva Ralaivola. esann 2013: [doi]

2009

A Model of Neuronal Specialization Using Hebbian Policy-Gradient with "Slow" NoiseEmmanuel Daucé. icann 2009: 218-228 [doi]

2008

Emergence of stimulus-specific synchronous response through STDP in recurrent neural networksFrédéric Henry, Emmanuel Daucé. esann 2008: 379-384 [doi]

2007

Temporal pattern identification using spike-timing dependent plasticityFrédéric Henry, Emmanuel Daucé, Hédi Soula. ijon, 70(10-12):2009-2016, 2007. [doi]

2002

Resonant spatiotemporal learning in large random recurrent networksEmmanuel Daucé, Mathias Quoy, Bernard Doyon. bc, 87(4):315, 2002. [doi]

Resonant spatiotemporal learning in large random recurrent networksEmmanuel Daucé, Mathias Quoy, Bernard Doyon. bc, 87(3):185-198, 2002. [doi]

2001

Learning from Chaos: A Model of Dynamical PerceptionEmmanuel Daucé. icann 2001: 1129-1134 [doi]

Mean-field Theory and Synchronization in Random Recurrent Neural NetworksEmmanuel Daucé, Olivier Moynot, Olivier Pinaud, Manuel Samuelides. npl, 14(2):115-126, 2001.

2000

Adaptation dynamique et apprentissage dans des réseaux de neurones récurrents aléatoires. (Dynamic adaptation and learning in random recurrent neural networks)Emmanuel Daucé. PhD thesis, Institut supérieur de l'aéronautique et de l'espace, Toulouse, France, 2000. [doi]

1999

Mean-field equations reveal synchronization in a 2-populations neural network modelEmmanuel Daucé, Olivier Moynot, Olivier Pinaud, Manuel Samuelides, Bernard Doyon. esann 1999: 7-12 [doi]

1998

Self-organization and dynamics reduction in recurrent networks: stimulus presentation and learningEmmanuel Daucé, Mathias Quoy, Bruno Cessac, Bernard Doyon, Manuel Samuelides. NN, 11(3):521-533, 1998. [doi]

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