207 citations · 314 across the 11 of their papers we have counts for
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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…
cs.CV2021
Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks
Loïc Cordone, Benoît Miramond, Sonia Ferrante
Convolutional neural networks (CNNs) are now the de facto solution for computer vision problems thanks to their impressive results and ease of learning. These networks are composed…