Exploring Unsupervised Learning on STM32 F4 Microcontroller. - Francesco Bellotti; Riccardo Berta; Alessandro De Gloria; Joseph Doyle; Fouad Sakr (ApplePies, 2020)

Machine Learning on Mainstream Microcontrollers. - Fouad Sakr; Francesco Bellotti; Riccardo Berta; Alessandro De Gloria (Sensors, 2020)

Memory-Efficient CMSIS-NN with Replacement Strategy. - Fouad Sakr; Francesco Bellotti; Riccardo Berta; Alessandro De Gloria; Joseph Doyle (FiCloud, 2021)

Memory Efficient Binary Convolutional Neural Networks on Microcontrollers. - Fouad Sakr; Riccardo Berta; Joseph Doyle; Hamoud Younes; Alessandro De Gloria; Francesco Bellotti (EDGE, 2022)

A Tiny CNN for Embedded Electronic Skin Systems. - Fouad Sakr; Hamoud Younes; Joseph Doyle; Francesco Bellotti; Alessandro De Gloria; Riccardo Berta (SYSINT, 2022)

Tiny Machine Learning Environment: Enabling Intelligence on Constrained Devices. - Fouad Sakr (2023)

Binary Neural Networks for Real-Time Structural Health Monitoring on Edge Devices. - Ali Dabbous; Luca Lazzaroni; Fouad Sakr; Riccardo Berta; Matteo Fresta; Francesco Bellotti (ICCE, 2025)