Gianmarco Dinelli

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

Advantages and Limitations of Fully on-Chip CNN FPGA-Based Hardware Accelerator

Gianmarco Dinelli, Gabriele Meoni, Emilio Rapuano et al. · 2020 · 35 citations

Engineering, Computer Engineering, Computer Science +17

MEM-OPT: A Scheduling and Data Re-Use System to Optimize On-Chip Memory Usage for CNNs On-Board FPGAs

Gianmarco Dinelli, Gabriele Meoni, Emilio Rapuano et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2020 · 21 citations

Engineering, Computer Engineering, Computer Science +17

A Complete EGSE Solution for the SpaceWire and SpaceFibre Protocol Based on the PXI Industry Standard

Luca Dello Sterpaio, Antonino Marino, Pietro Nannipieri et al. · Sensors · 2019 · 19 citations · Full text

Engineering, Aerospace Engineering, Electrical Engineering +13