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Fouad Sakr
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Machine learning on mainstream microcontrollers
F Sakr, F Bellotti, R Berta, A De Gloria
Sensors 20 (9), 2638, 2020
1012020
Memory Efficient Binary Convolutional Neural Networks on Microcontrollers
F Sakr, R Berta, J Doyle, H Younes, A De Gloria, F Bellotti
2022 IEEE International Conference on Edge Computing and Communications …, 2022
92022
A tiny CNN for embedded electronic skin systems
F Sakr, H Younes, J Doyle, F Bellotti, A De Gloria, R Berta
International Conference on System-Integrated Intelligence, 564-573, 2022
82022
Memory-efficient CMSIS-NN with replacement strategy
F Sakr, F Bellotti, R Berta, A De Gloria, J Doyle
2021 8th International Conference on Future Internet of Things and Cloud …, 2021
82021
Self-learning pipeline for low-energy resource-constrained devices
F Sakr, R Berta, J Doyle, A De Gloria, F Bellotti
Energies 14 (20), 6636, 2021
42021
Exploring unsupervised learning on STM32 F4 microcontroller
F Bellotti, R Berta, A De Gloria, J Doyle, F Sakr
Applications in Electronics Pervading Industry, Environment and Society …, 2021
42021
CBin-NN: An Inference Engine for Binarized Neural Networks
F Sakr, R Berta, J Doyle, A Capello, A Dabbous, L Lazzaroni, F Bellotti
Electronics 13 (9), 1624, 2024
22024
Air Quality Monitoring and Classification Using Machine Learning
S Tlais, H HajjHussein, F Sakr, M Hallani, AM Ahmad, Z El-Bazzal
Machine Learning and Metaheuristics Algorithms, and Applications: First …, 2020
12020
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