Morpheus 2024 : ESA workshop on Edge AI and Neuromorphic hardware accelerators

6 May 2024, 09:00 → 7 May 2024, 18:00 Europe/Amsterdam

Newton 1 (ESTEC)

laurent hili

From the emerging needs identified by ESA and Satellites Primes, the workshop as a main goal, will focus on establishing the contour of a future AI accelerator and define the associated roadmap. By gathering Satellites Primes, IP providers, Researchers and other key players, the workshop also aims at leveraging interest and creating synergies in Europe and beyond.

 

MORPHEUS_Agenda.pdf

Monday, 6 May

ESA: Welcome and workshop introduction

Convener: laurent hili

Use cases and future missions needs: ESA, Emergent and distant needs for Edge AI computing

Use cases and future missions needs: Airbus Defence & Space

10:30 Coffee break

Use cases and future missions needs: Thales Alenia Space

ESA: Session 1 Wrap-up

Introduction to Edge AI and Neuromorphic Hardware Acceleration: KU Leuven, Overview of HW acceleration for AI applications

Introduction to Edge AI and Neuromorphic Hardware Acceleration: Open Neuromorphic, Overview of HW acceleration for Neuromorphic applications

12:30 Lunch break

Artificial Neural Network (ANN) acceleration IPs: Magics Technologies

Artificial Neural Network (ANN) acceleration IPs: Untether AI

Artificial Neural Network (ANN) acceleration IPs: IngeniArs

Spiking Neural Network (SNN) acceleration IPs: Brainchip

Spiking Neural Network (SNN) acceleration IPs: Innatera

ESA: Session 3 & 4 Wrap-up

Research activities and evolutions in AI hardware acceleration: EPFL

Research activities and evolutions in AI hardware acceleration: Imec

16:20 Coffee break

Research activities and evolutions in AI hardware acceleration: University of Manchester / TU Dresden

Research activities and evolutions in AI hardware acceleration: CEA-Leti

Research activities and evolutions in AI hardware acceleration: IRT Saint Exupery

Research activities and evolutions in AI hardware acceleration: University of Bologna

Research activities and evolutions in AI hardware acceleration: University of Pisa

ESA: Day wrap-up

18:50 Cocktail

Tuesday, 7 May

ESA: Welcome

Space grade System on Chip developments: FrontGrade Gaisler

Space grade System on Chip developments: NanoXplore

Space grade System on Chip developments: ISD

10:30 Coffee break

Space grade System on Chip developments: Ramon Space

Space grade System on Chip developments: EDGX

Space grade System on Chip developments: KP Labs

Space grade System on Chip developments: Neurobus

Space grade System on Chip developments: Ubotica Technologies

12:30 Lunch break

Software frameworks and benchmarks: ESA, ECSS-E-HB-40-02A DIR1 “Space engineering - Machine learning” handbook

Software frameworks and benchmarks: ESA, Presentation of OBPMark & OBPMark-ML

Software frameworks and benchmarks: AIKO

Software frameworks and benchmarks: Klepsydra

Software frameworks and benchmarks: MathWorks

Software frameworks and benchmarks: Tata Consultancy Services

Workshop wrap-up: Summary of the workshop and future steps

Workshop wrap-up: Support schemes

16:30 End of the wokshop