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Guillaume Bellec

Spiking Music: Audio Compression with Event Based Auto-encoders

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Feb 02, 2024
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Are training trajectories of deep single-spike and deep ReLU network equivalent?

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Jun 14, 2023
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GateON: an unsupervised method for large scale continual learning

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Jun 02, 2023
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An Exact Mapping From ReLU Networks to Spiking Neural Networks

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Dec 23, 2022
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Mesoscopic modeling of hidden spiking neurons

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May 26, 2022
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Fitting summary statistics of neural data with a differentiable spiking network simulator

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Jun 18, 2021
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Towards truly local gradients with CLAPP: Contrastive, Local And Predictive Plasticity

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Oct 16, 2020
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Biologically inspired alternatives to backpropagation through time for learning in recurrent neural nets

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Jan 25, 2019
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Long short-term memory and learning-to-learn in networks of spiking neurons

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Nov 02, 2018
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Deep Rewiring: Training very sparse deep networks

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Aug 07, 2018
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