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Simone Disabato
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Moving convolutional neural networks to embedded systems: the alexnet and VGG-16 case
C Alippi, S Disabato, M Roveri
2018 17th ACM/IEEE International Conference on Information Processing in …, 2018
1992018
Incremental On-Device Tiny Machine Learning
S Disabato, M Roveri
Proceedings of the 2nd International Workshop on Challenges in Artificial …, 2020
642020
Distributed deep convolutional neural networks for the internet-of-things
S Disabato, M Roveri, C Alippi
IEEE Transactions on Computers 70 (8), 1239-1252, 2021
472021
Tiny machine learning for concept drift
S Disabato, M Roveri
IEEE Transactions on Neural Networks and Learning Systems, 2022
282022
Learning Convolutional Neural Networks in presence of Concept Drift
S Disabato, M Roveri
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
282019
An energy harvesting solution for computation offloading in Fog Computing networks
A Bozorgchenani, S Disabato, D Tarchi, M Roveri
Computer Communications 160, 577-587, 2020
242020
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service
S Disabato, A Falcetta, A Mongelluzzo, M Roveri
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
212020
Birdsong Detection at the Edge with Deep Learning
S Disabato, G Canonaco, PG Flikkema, M Roveri, C Alippi
2021 IEEE International Conference on Smart Computing (SMARTCOMP), 9-16, 2021
202021
Reducing the Computation Load of Convolutional Neural Networks through Gate Classification
S Disabato, M Roveri
2018 International Joint Conference on Neural Networks (IJCNN), 208--215, 2018
162018
Deep and Wide Tiny Machine Learning
S Disabato
Special Topics in Information Technology, 79-92, 2022
12022
A Computational Intelligence Characterization of Solar Magnetograms
JJ Valdés, L Nikolić, S Disabato, M Roveri
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
2020
Approximated convolutional neural networks: where deep learning meets embedded systems
S DISABATO
Politecnico di Milano, 2016
2016
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