Guillaume Bellec

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

Guillaume Bellec, Franz Scherr, Anand Subramoney et al. · Nature Communications · 2020 · 457 citations · Full text

Deep Rewiring: Training very sparse deep networks

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

Artificial Intelligence, Deep Neural Networks, Engineering +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 · 76 citations · Full text

Engineering, Machine Learning, Sequential Learning +20

Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype

Chen Liu, Guillaume Bellec, Bernhard Vogginger et al. · Frontiers in Neuroscience · 2018 · 68 citations · Full text

Deep Neural Networks, Engineering, Machine Learning +12

Spike frequency adaptation supports network computations on temporally dispersed information

Darjan Salaj, Anand Subramoney, Ceca Kraišniković et al. · eLife · 2021 · 65 citations · Full text