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Timothée Masquelier

Affiliations: 
CERCO CNRS, Paris, Île-de-France, France 
Area:
computational neuroscience
Website:
http://cerco.ups-tlse.fr/~masquelier/
Google:
"Timothée Masquelier"
Cross-listing: Neurotree

Parents

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Simon J. Thorpe grad student 2004-2008 CNRS (Neurotree)

Children

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Amirreza Yousefzadeh grad student (Neurotree)
Saeed Reza Kheradpisheh grad student 2013-2017 university of tehran (Neurotree)
Milad Mozafari grad student 2014-2018 university of tehran (Neurotree)
Jacob Huth grad student 2015-2018 Université Pierre et Marie Curie (Neurotree)
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Publications

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Fang W, Chen Y, Ding J, et al. (2023) SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence. Science Advances. 9: eadi1480
Bonilla L, Gautrais J, Thorpe S, et al. (2022) Analyzing time-to-first-spike coding schemes: A theoretical approach. Frontiers in Neuroscience. 16: 971937
Debat G, Chauhan T, Cottereau BR, et al. (2021) Event-Based Trajectory Prediction Using Spiking Neural Networks. Frontiers in Computational Neuroscience. 15: 658764
Kheradpisheh SR, Masquelier T. (2020) Temporal Backpropagation for Spiking Neural Networks with One Spike per Neuron. International Journal of Neural Systems. 2050027
Mozafari M, Ganjtabesh M, Nowzari-Dalini A, et al. (2019) SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks With at Most One Spike per Neuron. Frontiers in Neuroscience. 13: 625
Tavanaei A, Ghodrati M, Kheradpisheh SR, et al. (2019) Deep learning in spiking neural networks. Neural Networks : the Official Journal of the International Neural Network Society. 111: 47-63
Mozafari M, Ganjtabesh M, Nowzari-Dalini A, et al. (2019) Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks Pattern Recognition. 94: 87-95
Masquelier T, Kheradpisheh SR. (2018) Optimal Localist and Distributed Coding of Spatiotemporal Spike Patterns Through STDP and Coincidence Detection. Frontiers in Computational Neuroscience. 12: 74
Chauhan T, Masquelier T, Montlibert A, et al. (2018) Emergence of binocular disparity selectivity through Hebbian learning. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience
Mozafari M, Kheradpisheh SR, Masquelier T, et al. (2018) First-Spike-Based Visual Categorization Using Reward-Modulated STDP. Ieee Transactions On Neural Networks and Learning Systems
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