Timothée Masquelier

Publications

6.1K

Citations

H-Index

2005

Active since

Affiliations

Centre de recherche cerveau et cognition(Current)

Centre National de la Recherche Scientifique

Université Fédérale de Toulouse Midi-Pyrénées

Universitat Pompeu Fabra

University of Tehran

Timothée Masquelier is an author at Centre de recherche cerveau et cognition specializing in computational neuroscience, neuroscience, and social sciences.

ORCID

Top concepts

EngineeringComputational NeuroscienceNeuroscienceSocial SciencesSpiking Neural NetworksComputer ScienceDeep LearningNeuromorphic EngineeringMachine VisionMachine Learning

Publications per year

2005–2023

Publications

STDP-based spiking deep convolutional neural networks for object recognition

Saeed Reza Kheradpisheh, ‎Mohammad Ganjtabesh, Simon J. Thorpe et al. · Neural Networks · 2017 · 752 citations · Full text

Machine Vision, Engineering, Computational Neuroscience +6

On Spike-Timing-Dependent-Plasticity, Memristive Devices, and Building a Self-Learning Visual Cortex

Carlos Zamarreño-Ramos, Luis A. Camuñas-Mesa, J. A. Pérez‐Carrasco et al. · Frontiers in Neuroscience · 2011 · 556 citations · Full text

Unsupervised Learning of Visual Features through Spike Timing Dependent Plasticity

Timothée Masquelier, Simon J. Thorpe · PLoS Computational Biology · 2007 · 538 citations · Full text

Early Vision, Synaptic Plasticity, Cognitive Science +15

Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks

Wei Fang, Zhaofei Yu, Yanqi Chen et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 521 citations · Full text

Engineering, Machine Learning, Social Sciences +16

STDP and STDP variations with memristors for spiking neuromorphic learning systems

Teresa Serrano‐Gotarredona, Timothée Masquelier, Themis Prodromakis et al. · Frontiers in Neuroscience · 2013 · 512 citations · Full text

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