SEFUW: SpacE FPGA Users Workshop, 6th Edition

Lattice Avant FPGA : Mainstream FPGA for power efficient sensor processing, machine learning and edge AI

26 Mar 2025, 14:30

1h

Newton 1 and 2 (European Space Research and Technology Centre (ESTEC))

Oral presentation FPGA vendor FPGA vendors

Speaker

Mr Etienne Janssen

Description

We will present the latest full stack solutions for sensor processing and machine learning based on native hardware and software purpose built for Lattice FPGAs. Computers are not build to sense directly. Intermediate interfacing, preprocessing and contextual AI enable easy adoption of sensors to the large compute. While the industry has benefitted from built in features of FPGA for machine learning, we present hardware in the loop algorithm simulation and development environment with a full compiler and inference engine for a variety of vision sensors.

Affiliation of author(s)

Lattice Semiconductor