Nicolas Frémaux

École Polytechnique Fédérale de Lausanne — Switzerland

Neuroscience · Life Sciences

7h-index948citations10works0.02yr avg
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Research Topics

Neural dynamics and brain function(9), Advanced Memory and Neural Computing(8), Neuroscience and Neuropharmacology Research(4), Neuroscience and Neural Engineering(4), Visual perception and processing mechanisms(1)

Publications10 total

Neuromodulated Spike-Timing-Dependent Plasticity, and Theory of Three-Factor Learning Rules
Frontiers in Neural Circuits·2016· 409 citedOpen Access
Reinforcement Learning Using a Continuous Time Actor-Critic Framework with Spiking Neurons
PLoS Computational Biology·2013· 207 citedOpen Access
Reward-based learning under hardware constraints - Using a RISC processor embedded in a neuromorphic substrate
arXiv (Cornell University)·2013Open Access
Reward-based learning under hardware constraints - Using a RISC\n processor embedded in a neuromorphic substrate
arXiv (Cornell University)·2013Open Access
Models of Reward-Modulated Spike-Timing-Dependent Plasticity
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2013· 1 citedOpen Access
Reward-based learning under hardware constraints—using a RISC processor embedded in a neuromorphic substrate
Frontiers in Neuroscience·2013· 28 citedOpen Access
Perceptual learning, roving and the unsupervised bias
Vision Research·2011· 30 citedOpen Access
Functional Requirements for Reward-Modulated Spike-Timing-Dependent Plasticity
Journal of Neuroscience·2010· 146 citedOpen Access
Correction: Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail
PLoS Computational Biology·2009· 15 citedOpen Access
Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail
PLoS Computational Biology·2009· 112 citedOpen Access

Frequent Co-authors

Wulfram Gerstner(9), Henning Sprekeler(3), Simon Friedmann(3), Johannes Schemmel(3), Karlheinz Meier(3), Eleni Vasilaki(2), Robert Urbanczik(2), Walter Senn(2), Michael H. Herzog(1), Kristoffer C. Aberg(1)