EDGE-SA | Empowering Edge AI with Systolic Arrays

Summary
The primary aim of EDGE-SA is to investigate the potential suitability and applications of Systolic Arrays (SA) and Evolvable Hardware (EHW) as acceleration solutions for data processing challenges that demand extensive computation at the edge, especially crucial for resource-constrained devices. These technologies can serve as supporting mechanisms alongside existing technologies like Artificial Neural Networks (ANN). Additionally, indoor tracking of assets is considered as a real-world application context to enhance and validate the research since, at present, there is no reliable commercial solution available in the market that can deliver high accuracy.
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More information & hyperlinks
Web resources: https://cordis.europa.eu/project/id/101155367
Start date: 01-04-2024
End date: 31-03-2026
Total budget - Public funding: - 165 312,00 Euro
Cordis data

Original description

The primary aim of EDGE-SA is to investigate the potential suitability and applications of Systolic Arrays (SA) and Evolvable Hardware (EHW) as acceleration solutions for data processing challenges that demand extensive computation at the edge, especially crucial for resource-constrained devices. These technologies can serve as supporting mechanisms alongside existing technologies like Artificial Neural Networks (ANN). Additionally, indoor tracking of assets is considered as a real-world application context to enhance and validate the research since, at present, there is no reliable commercial solution available in the market that can deliver high accuracy.

Status

SIGNED

Call topic

HORIZON-MSCA-2023-PF-01-01

Update Date

22-11-2024
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Horizon Europe
HORIZON.1 Excellent Science
HORIZON.1.2 Marie Skłodowska-Curie Actions (MSCA)
HORIZON.1.2.0 Cross-cutting call topics
HORIZON-MSCA-2023-PF-01
HORIZON-MSCA-2023-PF-01-01 MSCA Postdoctoral Fellowships 2023