EDHPC 2025 - 2nd European Data Handling & Data Processing Conference

Session

AI Acceleration on FPGAs and HLS

B8

16 Oct 2025, 10:50

Salle 1+2

Conveners

AI Acceleration on FPGAs and HLS

• Luca Fanucci (University of Pisa)
• Melanie Berg (Space R2 LLC)
• Silvia Moranti (ESA)

117. On-orbit data processing utilizing FPGA-accelerated deep learning models

Marko Mamić (Protostar Labs)

16/10/2025, 10:50

AI and Machine learning for on-board data processing

Presentation

127. Enabling the Hardware Acceleration of Residual Layers within the FPG-AI Framework for Space Applications

Lorenzo Ciacchini (University of Pisa)

16/10/2025, 11:10

AI and Machine learning for on-board data processing

Presentation

142. FPG-AI for On-Board AI Acceleration: A Case Study for Semantic Segmentation of Maritime and Terrestrial Areas

Tommaso Bocchi (Università di Pisa)

16/10/2025, 11:30

AI and Machine learning for on-board data processing

Presentation

19. Accelerating Neural Network Inference in space by offloading heavy operations on systolic arrays

16/10/2025, 11:50

Presentation

163. Efficiently Escaping Low-Level Design in Digital Microelectronics by Wise Auto-Coding of HDLs from High-Level Models

16/10/2025, 12:10

Validation & verification, testing, qualification, simulation, modelling of complex systems

Presentation

Digital microelectronics for space applications have traditionally been developed at the Register Transfer Level (RTL) through manual process using Hardware Description Languages (HDLs). While this approach has served as a one-size-fits-all solution, recent challenges such as increasing system complexity and reduced times-to-market have motivated the exploration of alternative methods.

This...