Published in arXiv, 2025
Recommended citation: Gaspard Goupy, Pierre Tirilly, and Ioan Marius Bilasco. Frozen Backpropagation: Relaxing Weight Symmetry in Temporally-Coded Deep Spiking Neural Networks. arXiv, arXiv:2505.13741, 2025.
Published in Advances in Neural Information Processing Systems, 2024
Paper - Code - Slides - Poster
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.
Published in Frontiers in Neuroscience, 2024
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.
Published in Neuromorphic Computing and Engineering, 2023
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.