Gabriele Meoni

Towards the Use of Artificial Intelligence on the Edge in Space Systems: Challenges and Opportunities

Gianluca Furano, Gabriele Meoni, Aubrey Dunne et al. · IEEE Aerospace and Electronic Systems Magazine · 2020 · 249 citations

Engineering, Aerospace Engineering, Computer Engineering +15

The Φ-Sat-1 Mission: The First On-Board Deep Neural Network Demonstrator for Satellite Earth Observation

Gianluca Giuffrida, Luca Fanucci, Gabriele Meoni et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 201 citations · Full text

Computing, Cloud Computing, Computer Science +17

CloudScout: A Deep Neural Network for On-Board Cloud Detection on Hyperspectral Images

Gianluca Giuffrida, Lorenzo Diana, Francesco de Gioia et al. · Remote Sensing · 2020 · 168 citations · Full text

Computing, Aerospace Engineering, Computer Science +17

An FPGA-Based Hardware Accelerator for CNNs Inference on Board Satellites: Benchmarking with Myriad 2-Based Solution for the CloudScout Case Study

Emilio Rapuano, Gabriele Meoni, Tommaso Pacini et al. · Remote Sensing · 2021 · 71 citations · Full text

Computing, Aerospace Engineering, Computer Science +17

An FPGA-Based Hardware Accelerator for CNNs Using On-Chip Memories Only: Design and Benchmarking with Intel Movidius Neural Compute Stick

Gianmarco Dinelli, Gabriele Meoni, Emilio Rapuano et al. · International Journal of Reconfigurable Computing · 2019 · 51 citations · Full text

Engineering, Computer Engineering, Computer Science +17