Publications

You can also find my articles on my Google Scholar profile.

Neuronal Competition Groups with Supervised STDP for Spike-Based Classification

Published in Advances in Neural Information Processing Systems, 2024

Recommended citation: Gaspard Goupy, Pierre Tirilly, and Ioan Marius Bilasco. Neuronal Competition Groups with Supervised STDP for Spike-Based Classification. Advances in Neural Information Processing Systems, 37, 2025.

Paired competing neurons improving STDP supervised local learning in spiking neural networks

Published in Frontiers in Neuroscience, 2024

Paper - Code - Slides

Recommended citation: Gaspard Goupy, Pierre Tirilly, and Ioan Marius Bilasco. Paired Competing Neurons Improving STDP Supervised Local Learning in Spiking Neural Networks. Frontiers in Neuroscience, 18, 2024.

Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity

Published in Neuromorphic Computing and Engineering, 2023

Paper - Code

Recommended citation: Gaspard Goupy, Alexandre Juneau-Fecteau, Nikhil Garg, Ismael Balafrej, Fabien Alibart, Luc Frechette, Dominique Drouin, and Yann Beilliard. Unsupervised and Efficient Learning in Sparsely Activated Convolutional Spiking Neural Networks Enabled by Voltage-Dependent Synaptic Plasticity. Neuromorphic Computing and Engineering, 3, 2023.