207 citations · 208 across the 2 of their papers we have counts for
2 papers
cs.CV2023★ 1 cited
Neural information coding for efficient spike-based image denoising
Andrea Castagnetti, Alain Pegatoquet, Benoît Miramond
In recent years, Deep Convolutional Neural Networks (DCNNs) have outreached the performance of classical algorithms for image restoration tasks. However most of these methods are n…
cs.LG2021★ 207 cited
Quantization and Deployment of Deep Neural Networks on Microcontrollers
Pierre-Emmanuel Novac, Ghouthi Boukli Hacene, Alain Pegatoquet +2
Embedding Artificial Intelligence onto low-power devices is a challenging task that has been partly overcome with recent advances in machine learning and hardware design. Presently…