Projects

SustainML_EI – Application Aware, Life-Cycle Oriented Model-Hardware Co-Design Framework for Sustainable, Energy Efficient ML Systems

This project is based on the insight that in order to significantly reduce the CO2 footprint of ML applications power-aware applications must be as …

SustainML_SDS – Application Aware, Life-Cycle Oriented Model-Hardware Co-Design Framework for Sustainable, Energy Efficient ML Systems

VidGenSense – Methods for Generating Synthetic Wearable And Ubiquitous Sensor Training Data

As wearable sensors have become more and more ubiquitous one would expect human activity recognition (HAR) systems to increasingly move out of the lab …

Open6GHub – 6G for Society and Sustainability

The project "Open6GHub" develops a 6G vision for sovereign citizens in a hyper-connected world from 2030. The aim of the Open6GHub is to provide …

Eghi – Advanced health intelligence for personal behaviour strategies in everyday life

Although interest in and commitment to one's own health is increasing among the population as a whole, it is often difficult for individuals to …

STAR – Safe and Trusted Human Centric ARtificial Intelligence in Future Manufacturing Lines

STAR is a joint effort of AI and digital manufacturing experts towards enabling the deployment of standard-based secure, safe and reliable …

HumanE-AI-Net – HumanE AI Network

The HumanE AI Network brings together European centers of excellence, universities, and key industry champions in a network of centers of excellence …

XAINES – Explaining AI with Narratives

In the XAINES project, the aim is not only to ensure explainability, but also to provide explanations (narratives). The central question is whether AI …

ALMA – Human Centric Algebraic Machine Learning

Algebraisches maschinelles Lernen (AML) wurde kürzlich als neues Lernparadigma vorgeschlagen, das auf der Abstrakten Algebra, der Modelltheorie, …

SocialWear – SocialWear - Socially Interactive Smart Fashion

Im Bereich Wearable Computing liegt der Schwerpunkt traditionell auf der Verwendung Kleidungsstücke als Plattformen für das On-Body-Sensing. Die …