Simone Disabato

According to our database, Simone Disabato authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Tiny Machine Learning for Concept Drift.

Simone Disabato, Manuel Roveri

IEEE Trans. Neural Networks Learn. Syst., June, 2024

2022

Deep and wide tiny machine learning.

Simone Disabato

PhD thesis, 2022

2021

Distributed Deep Convolutional Neural Networks for the Internet-of-Things.

Simone Disabato, Manuel Roveri, Cesare Alippi

IEEE Trans. Computers, 2021

Birdsong Detection at the Edge with Deep Learning.

Simone Disabato, Giuseppe Canonaco, Paul G. Flikkema, Manuel Roveri, Cesare Alippi

Proceedings of the IEEE International Conference on Smart Computing, 2021

2020

An energy harvesting solution for computation offloading in Fog Computing networks.

Arash Bozorgchenani, Simone Disabato, Daniele Tarchi, Manuel Roveri

Comput. Commun., 2020

Incremental On-Device Tiny Machine Learning.

Simone Disabato, Manuel Roveri

Proceedings of the AIChallengeIoT@SenSys 2020: Proceedings of the 2nd International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things, 2020

A Computational Intelligence Characterization of Solar Magnetograms.

Julio J. Valdés, Ljubomir Nikolic, Simone Disabato, Manuel Roveri

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service.

Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Learning Convolutional Neural Networks in presence of Concept Drift.

Simone Disabato, Manuel Roveri

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Moving convolutional neural networks to embedded systems: the alexnet and VGG-16 case.

Cesare Alippi, Simone Disabato, Manuel Roveri

Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

Reducing the Computation Load of Convolutional Neural Networks through Gate Classification.

Simone Disabato, Manuel Roveri

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018