Search Results for author: Theodore Aouad

Found 3 papers, 3 papers with code

A foundation for exact binarized morphological neural networks

1 code implementation8 Jan 2024 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...).

Binarization

Binary Multi Channel Morphological Neural Network

1 code implementation19 Apr 2022 Theodore Aouad, Hugues Talbot

Neural networks and particularly Deep learning have been comparatively little studied from the theoretical point of view.

Binary Morphological Neural Network

1 code implementation23 Mar 2022 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.

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