Articles

Pokala, Sai Deepesh, Marie Bernert, Takuya Nanami, Takashi Kohno, Timothée Lévi, et Blaise Yvert. « A Frugal Spiking Neural Network for Unsupervised Multivariate Temporal Pattern Classification and Multichannel Spike Sorting ». Nature Communications 16, no 1 (2025): 9218. https://doi.org/10.1038/s41467-025-64231-2.

Yvert, B., Fourneret, E. (2023) Neuromorphic brain interfacing and the challenge of human subjectivation. Nat Rev Bioeng 1, 380–381. https://doi.org/10.1038/s44222-023-00041-9

Beaubois, R., Cheslet, J., Duenki, T. et al. BiœmuS: A new tool for neurological disorders studies through real-time emulation and hybridization using biomimetic Spiking Neural Network. Nat Commun 15, 5142 (2024). https://doi.org/10.1038/s41467-024-48905-x

Beaubois R, Cheslet J, Ikeuchi Y, Branchereau P and Levi T (2024) Real-time multicompartment Hodgkin-Huxley neuron emulation on SoC FPGA. Front. Neurosci. 18:1457774. doi: 10.3389/fnins.2024.1457774

International conferences (peer reviewed)

Hammouamri I, Khalfaoui-Hassani I, Masquelier T (2024) Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings. In: ICLR, pp 1–12 Available at: https://openreview.net/forum?id=4r2ybzJnmN.

J. Cheslet et al., "FPGA implementation of a Spiking Neural Network for Real-Time Action Potential and Burst Detection," 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), Toronto, ON, Canada, 2023, pp. 1-5, doi: 10.1109/BioCAS58349.2023.10388622

J. Cheslet et al., "Real-Time spike sorting using an optimized STDP Spiking Neural Network on FPGA," 2024 IEEE International Joint Conference on Neural Networks (IJCNN), Yokohama, Japan, 2024, pp. 1-7.

National conferences

U. Rancon, S. Le Tanh, T. Levi, Implémentation d’un réseau de neurones artificiels pour le traitement temps-réel de signaux cérébraux, CNRIUT, Roanne, Juin 2022 

Code repositories

https://github.com/Thvnvtos/SNN-delays

https://codeocean.com/capsule/ 9829487/tree