Guillaume Bellec

According to our database¹, Guillaume Bellec authored at least 19 papers between 2014 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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On csauthors.net:

Bibliography

2024

Corrigendum to 'An exact mapping from ReLU networks to spiking neural networks' [Neural Networks Volume 168 (2023) Pages 74-88].

[BibT_eX]

[DOI]

Neural Networks, January, 2024

Spiking Music: Audio Compression with Event Based Auto-encoders.

[BibT_eX]

[DOI]

Martim Lisboa

Guillaume Bellec

CoRR, 2024

2023

An exact mapping from ReLU networks to spiking neural networks.

[BibT_eX]

[DOI]

Neural Networks, November, 2023

Are training trajectories of deep single-spike and deep ReLU network equivalent?

[BibT_eX]

[DOI]

CoRR, 2023

GateON: an unsupervised method for large scale continual learning.

[BibT_eX]

[DOI]

Martin Barry

Guillaume Bellec

Wulfram Gerstner

CoRR, 2023

Trial matching: capturing variability with data-constrained spiking neural networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Mesoscopic modeling of hidden spiking neurons.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Local plasticity rules can learn deep representations using self-supervised contrastive predictions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Fitting summary statistics of neural data with a differentiable spiking network simulator.

[BibT_eX]

[DOI]

Guillaume Bellec

Shuqi Wang

Alireza Modirshanechi

Johanni Brea

Wulfram Gerstner

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Towards truly local gradients with CLAPP: Contrastive, Local And Predictive Plasticity.

[BibT_eX]

[DOI]

Bernd Illing

Wulfram Gerstner

Guillaume Bellec

CoRR, 2020

2019

Biologically inspired alternatives to backpropagation through time for learning in recurrent neural nets.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Long short-term memory and Learning-to-learn in networks of spiking neurons.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Deep Rewiring: Training very sparse deep networks.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System.

[BibT_eX]

[DOI]

CoRR, 2017

Pattern representation and recognition with accelerated analog neuromorphic systems.

[BibT_eX]

[DOI]

CoRR, 2017

Pattern representation and recognition with accelerated analog neuromorphic systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

Neuromorphic hardware in the loop: Training a deep spiking network on the BrainScaleS wafer-scale system.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

Slow feature analysis with spiking neurons and its application to audio stimuli.

[BibT_eX]

[DOI]

J. Comput. Neurosci., 2016

2014

Creating Audio Based Experiments as Social Web Games with the CASimIR Framework.

[BibT_eX]

[DOI]

Proceedings of the AES International Conference on Semantic Audio 2014, 2014

Guillaume Bellec

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