1 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 1 cited
A foundation for exact binarized morphological neural networks
Theodore Aouad, Hugues Talbot
Training and running deep neural networks (NNs) often demands a lot of computation and energy-intensive specialized hardware (e.g. GPU, TPU...). One way to reduce the computation a…
cs.CV2022
Binary Multi Channel Morphological Neural Network
Theodore Aouad, Hugues Talbot
Neural networks and particularly Deep learning have been comparatively little studied from the theoretical point of view. Conversely, Mathematical Morphology is a discipline with s…
cs.CV2022★ 1 cited
Binary Morphological Neural Network
Theodore Aouad, Hugues Talbot
In the last ten years, Convolutional Neural Networks (CNNs) have formed the basis of deep-learning architectures for most computer vision tasks. However, they are not necessarily o…