Paired Competing Neurons Improving STDP Supervised Local Learning In Spiking Neural Networks. - Gaspard Goupy; Pierre Tirilly; Ioan Marius Bilasco (CoRR, 2023)

Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity. - Gaspard Goupy; Alexandre Juneau-Fecteau; Nikhil Garg 002; Ismael Balafrej; Fabien Alibart; Luc Frechette; Dominique Drouin; Yann Beilliard (Neuromorph. Comput. Eng., 2023)

Neuronal Competition Groups with Supervised STDP for Spike-Based Classification. - Gaspard Goupy; Pierre Tirilly; Ioan Marius Bilasco (NeurIPS, 2024)

Frozen Backpropagation: Relaxing Weight Symmetry in Temporally-Coded Deep Spiking Neural Networks. - Gaspard Goupy; Pierre Tirilly; Ioan Marius Bilasco (CoRR, 2025)