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Research

Publications: Mr Fouad Sakr

Sakr F, Younes H, Doyle J, Bellotti F, De Gloria A, Berta R ( 2023 ) . A Tiny CNN for Embedded Electronic Skin Systems . Lecture Notes in Networks and Systems . vol. 546 LNNS , 564 - 573 .
Sakr F, Berta R, Doyle J, Younes H, De Gloria A, Bellotti F ( 2022 ) . Memory Efficient Binary Convolutional Neural Networks on Microcontrollers . Conference: IEEE International Conference on Edge Computing ( Barcelona ) from: 11/07/2022 to: 16/07/2022 ,
Sakr F, Bellotti F, Berta R, De Gloria A, Doyle J ( 2021 ) . Memory-Efficient CMSIS-NN with Replacement Strategy . Conference: IEEE International Conference on Future Internet of Things and Cloud (FiCloud)
Sakr F, Berta R, Doyle J, De Gloria A, Bellotti F ( 2021 ) . Self-Learning Pipeline for Low-Energy Resource-Constrained Devices . Energies vol. 14 , ( 20 )
Bellotti F, Berta R, De Gloria A, Doyle J, Sakr F ( 2021 ) . Exploring Unsupervised Learning on STM32 F4 Microcontroller . vol. 738 ,
Sakr F, Bellotti F, Berta R, De Gloria A ( 2020 ) . Machine Learning on Mainstream Microcontrollers . Sensors MDPI
Tlais S, HajjHussein H, Sakr F, Hallani M, Ahmad A-M, El-Bazzal Z ( 2020 ) . Air Quality Monitoring and Classification Using Machine Learning .