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2020 – today
- 2024
[j3]Simone Disabato
, Manuel Roveri:
Tiny Machine Learning for Concept Drift. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8470-8481 (2024)- 2022
- [b1]Simone Disabato:
Deep and wide tiny machine learning. Polytechnic University of Milan, Italy, 2022 - 2021
- [j2]Simone Disabato, Manuel Roveri, Cesare Alippi:
Distributed Deep Convolutional Neural Networks for the Internet-of-Things. IEEE Trans. Computers 70(8): 1239-1252 (2021) - [c7]Simone Disabato, Giuseppe Canonaco, Paul G. Flikkema, Manuel Roveri, Cesare Alippi:
Birdsong Detection at the Edge with Deep Learning. SMARTCOMP 2021: 9-16 - [i3]Simone Disabato, Manuel Roveri:
Tiny Machine Learning for Concept Drift. CoRR abs/2107.14759 (2021) - 2020
- [j1]Arash Bozorgchenani, Simone Disabato, Daniele Tarchi, Manuel Roveri:
An energy harvesting solution for computation offloading in Fog Computing networks. Comput. Commun. 160: 577-587 (2020) - [c6]Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri:
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. IJCNN 2020: 1-8 - [c5]Julio J. Valdés, Ljubomir Nikolic, Simone Disabato, Manuel Roveri:
A Computational Intelligence Characterization of Solar Magnetograms. IJCNN 2020: 1-8 - [c4]Simone Disabato, Manuel Roveri:
Incremental On-Device Tiny Machine Learning. AIChallengeIoT@SenSys 2020: 7-13 - [i2]Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri:
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. CoRR abs/2003.13541 (2020)
2010 – 2019
- 2019
- [c3]Simone Disabato, Manuel Roveri:
Learning Convolutional Neural Networks in presence of Concept Drift. IJCNN 2019: 1-8 - [i1]Simone Disabato, Manuel Roveri, Cesare Alippi:
Distributed Deep Convolutional Neural Networks for the Internet-of-Things. CoRR abs/1908.01656 (2019) - 2018
- [c2]Simone Disabato, Manuel Roveri:
Reducing the Computation Load of Convolutional Neural Networks through Gate Classification. IJCNN 2018: 1-8 - [c1]Cesare Alippi, Simone Disabato, Manuel Roveri:
Moving convolutional neural networks to embedded systems: the alexnet and VGG-16 case. IPSN 2018: 212-223
Coauthor Index
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