Concepedia

Guillaume Bellec

GB

Statistics

Publications

13

Citations

1.1K

H-Index

13

Active since

2017

Affiliations

Graz University of Technology(Current)

École Polytechnique Fédérale de Lausanne

Technische Universität Dresden

Institut für Informationsverarbeitung

IBM Research - Zurich

Guillaume Bellec is an author at Graz University of Technology specializing in neural networks, machine learning, and computer science.

Publications per year

2017–2024

13

Publications

13

A solution to the learning dilemma for recurrent networks of spiking neurons

Guillaume Bellec, Franz Scherr, Anand Subramoney et al. · Nature Communications · 2020 · 493 citations · Full text

Life Sciences, Computer Science, Neuroscience +17

Deep Rewiring: Training very sparse deep networks

Guillaume Bellec, David Kappel, Wolfgang Maass et al. · arXiv (Cornell University) · 2017 · 134 citations · Full text

Computing, Computer Engineering, Computer Science +14

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

Guillaume Bellec, Franz Scherr, Elias Hajek et al. · arXiv (Cornell University) · 2019 · 77 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Spike frequency adaptation supports network computations on temporally dispersed information

Darjan Salaj, Anand Subramoney, Ceca Kraišniković et al. · eLife · 2021 · 71 citations · Full text

Life Sciences, Neurobiology, Neuroscience +17

Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype

Chen Liu, Guillaume Bellec, Bernhard Vogginger et al. · Frontiers in Neuroscience · 2018 · 70 citations · Full text

Computing, Computer Engineering, Computer Science +13

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