EDHPC 2023 - European Data Handling & Data Processing Conference

Session

Session 21 - OBDP: Technologies for OBP and AI Inference Acceleration

5 Oct 2023, 14:00

Salle Miles Davis

Conveners

Session 21 - OBDP: Technologies for OBP and AI Inference Acceleration

• Lucana Santos Falcon (Moltek Consultants Ltd. for European Space Agency)
• Guillaume Lavigne (CNES)

124. High-Level Synthesis-Based On-board Payload Data Processing considering the Roofline Model

Mrs Seungah Lee (Univ Rennes, Inria, CNRS, IRISA, France)

05/10/2023, 14:00

Developments in On-Board Data Processing Frameworks, Architectures and Building Blocks

Presentation

97. Tradeoff Between Performance and Reliability in FPGA Accelerated DNNs for Space Applications

Dr Dimitris Agiakatsikas (Space Application Services)

05/10/2023, 14:20

Validation & Verification

Presentation

182. Analysis and Implementation of a Space Avionics Co-Processor for Deep Learning Acceleration

David Gonzalez-Arjona (GMV Aerospace and Defence)

05/10/2023, 14:40

AI and Machine Learning for On-Board Data Processing

Presentation

140. Inference and Evaluation of Deep Convolutional Neural Networks on Microchip’s Hardware Accelerator VectorBlox

Pietro Nannipieri (University of Pisa)

05/10/2023, 15:00

Device Benchmarks

Presentation

154. Towards the Extension of FPG-AI Toolflow to RNN Deployment on FPGAs for On-board Satellite Applications

Tommaso Pacini (University of Pisa)

05/10/2023, 15:20

AI and Machine Learning for On-Board Data Processing

Presentation