Projects

vALID – Artificial-Intelligence-Driven Decision-Making in the Clinic: Ethical, Legal and Societal Challenges

AI is on everyone’s lips. Applications of AI are becoming increasingly relevant in the field of clinical decision-making. While many of the ...

PQC4Med – Securing Health Care Data in the Post-Quantum Age

In PQC4MED solutions for cryptoagility in the field of embedded systems in medical technology are developed. The focus is on solutions that can ...

KEA-Mod – Kompetenzorientiertes E-Assessment für die grafische Modellierung

Die grafische Modellierung ist fester Bestandteil der wirtschaftsinformatischen Hochschulbildung und zahlreicher verwandter Studiengänge. Das ...

Fast&Slow – Combination of Symbolic and Subsymbolic Methods

Deep learning methods are used in many application areas and work very efficiently after a training phase. However, in general no reliable statement ...

KI-EKG – Development of a evaluation methodology for energy efficiency measurement of AI hardware using the example of ECG analysis

Significant improvements in the energy efficiency of AI hardware are a prerequisite for the growing spread of this computationally intensive ...

Agro-Nordwest – Agro-Nordwest: experimental field for digital transformation in agricultural crop production

The Experimental Field Agro-Nordwest focuses on the practical digital transformation, mainly in arable farming. Considering the aspects of economy, ...

DIMOFAC – Digital Intelligent MOdular FACtories

The digitalization of industry opens the path for mass customization but requires leveraging the existing manufacturing ecosystems and establishing a ...

SimLearn – Completing Training Data by Iteratively Learning Simulation

Machine learning methods based on existing training data have proven to be very effective in identifying patterns and implicit dependencies even in ...

ExplAINN – Explainable AI and Neural Networks

Despite astonishing progress in the field of Machine Learning (ML), the robustness of high-performance models, especially the ones based on Deep ...

EDeL – Efficient Data Processing for Deep Learning

The astonishing speed of developments in deep learning, especially in the field of computer vision, is largely based on the availability of ...