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

09:00 → 09:30 ESA: Welcome and workshop introduction

Convener: laurent hili

09:30 → 10:00 Use cases and future missions needs: ESA, Emergent and distant needs for Edge AI computing

10:00 → 10:30 Use cases and future missions needs: Airbus Defence & Space

10:30 → 10:45 Coffee break

10:45 → 11:15 Use cases and future missions needs: Thales Alenia Space

11:15 → 11:30 ESA: Session 1 Wrap-up

11:30 → 12:00 Introduction to Edge AI and Neuromorphic Hardware Acceleration: KU Leuven, Overview of HW acceleration for AI applications

12:00 → 12:30 Introduction to Edge AI and Neuromorphic Hardware Acceleration: Open Neuromorphic, Overview of HW acceleration for Neuromorphic applications

12:30 → 13:40 Lunch break

13:40 → 14:00 Artificial Neural Network (ANN) acceleration IPs: Magics Technologies

14:00 → 14:20 Artificial Neural Network (ANN) acceleration IPs: Untether AI

14:20 → 14:40 Artificial Neural Network (ANN) acceleration IPs: IngeniArs

14:40 → 15:00 Spiking Neural Network (SNN) acceleration IPs: Brainchip

15:00 → 15:20 Spiking Neural Network (SNN) acceleration IPs: Innatera

15:20 → 15:40 ESA: Session 3 & 4 Wrap-up

15:40 → 16:00 Research activities and evolutions in AI hardware acceleration: EPFL

16:00 → 16:20 Research activities and evolutions in AI hardware acceleration: Imec

16:20 → 16:50 Coffee break

16:50 → 17:10 Research activities and evolutions in AI hardware acceleration: University of Manchester / TU Dresden

17:10 → 17:30 Research activities and evolutions in AI hardware acceleration: CEA-Leti

17:30 → 17:50 Research activities and evolutions in AI hardware acceleration: IRT Saint Exupery

17:50 → 18:10 Research activities and evolutions in AI hardware acceleration: University of Bologna

18:10 → 18:30 Research activities and evolutions in AI hardware acceleration: University of Pisa

18:30 → 18:50 ESA: Day wrap-up

18:50 → 20:00 Cocktail

Tuesday, 7 May

09:15 → 09:30 ESA: Welcome

09:30 → 09:50 Space grade System on Chip developments: FrontGrade Gaisler

09:50 → 10:10 Space grade System on Chip developments: NanoXplore

10:10 → 10:30 Space grade System on Chip developments: ISD

10:30 → 10:50 Coffee break

10:50 → 11:10 Space grade System on Chip developments: Ramon Space

11:10 → 11:30 Space grade System on Chip developments: EDGX

11:30 → 11:50 Space grade System on Chip developments: KP Labs

11:50 → 12:10 Space grade System on Chip developments: Neurobus

12:10 → 12:30 Space grade System on Chip developments: Ubotica Technologies

12:30 → 13:40 Lunch break

13:40 → 14:00 Software frameworks and benchmarks: ESA, ECSS-E-HB-40-02A DIR1 “Space engineering - Machine learning” handbook

14:00 → 14:20 Software frameworks and benchmarks: ESA, Presentation of OBPMark & OBPMark-ML

14:20 → 14:40 Software frameworks and benchmarks: AIKO

14:40 → 15:00 Software frameworks and benchmarks: Klepsydra

15:00 → 15:20 Software frameworks and benchmarks: MathWorks

15:20 → 15:40 Software frameworks and benchmarks: Tata Consultancy Services

15:40 → 16:10 Workshop wrap-up: Summary of the workshop and future steps

16:10 → 16:30 Workshop wrap-up: Support schemes

16:30 → 16:50 End of the wokshop