Maurice Rekrut
Maurice Rekrut is a senior researcher at DFKI who develops EEG-based brain-computer interfaces for use outside the lab. He earned degrees in biomedical and neural engineering at HTW Saarbrücken and completed a computer science doctorate at Saarland University on speech imagery BCIs. His work spans transfer learning for silent-speech BCIs, research on EEG variability, and methods that reduce electrode counts for speech-imagery systems. Since 2020, he leads DFKI's Cognitive Assistants BCI-Lab, whose work includes EEG workload modelling and pre-screening for ADHD in school children.
- Now at
- Cognitive Assistants Department
Timeline
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2007–2013
Degrees in biomedical engineering
At HTW Saarbrücken, he earns a BSc in Biomedical Engineering in 2011 and an MSc in Biomedical Engineering with a focus on Neural Engineering in 2013.
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2013–2018
Software engineering at DFKI
From May 2013 to October 2018, he works as a software engineer in DFKI's Department for Intelligent User Interfaces. He contributes to the assisted-living projects SUCH and BMBF-funded MOBIA.
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2018–2023
A doctorate in speech BCIs
In October 2018, he moves to DFKI's researcher track and begins a Computer Science PhD at Saarland University under Antonio Krüger. He completes the doctorate in 2023 with the thesis “Leveraging EEG-based Speech Imagery Brain-Computer Interfaces.”
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2022
Training silent-speech BCIs
In 2022, he coauthors a paper with Abdulrahman Mohamed Selim and Antonio Krüger on improving silent-speech BCI training through transfer from overt speech.
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2023
Studying BCI variability
In December 2023, he launches the NEARBY project with Inria Bordeaux and DFKI Bremen to study how variability in brain activity affects BCI performance.
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2025
Reducing EEG electrode counts
In 2025, he and Johannes Ihl, Tobias Jungbluth and Antonio Krüger test electrode-reduction methods across three EEG-based speech-imagery datasets. Their study finds that the original 64 channels can be reduced by half without significant loss in classification accuracy.
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As of October 2026
Senior researcher and lab head
As of October 2026, he is a Senior Researcher in DFKI's Cognitive Assistants Department. Since 2020, he leads the Cognitive Assistants BCI-Lab, which develops BCIs for out-of-lab use and focuses on EEG workload modelling, imagined and spoken-speech detection, and ADHD neurodiagnostics; in 2026, it researches EEG-based pre-screening for ADHD in school children through NESCADE.
Career
- Since 2020Cognitive Assistants DepartmentLab Lead
- Since 2013DFKISoftware Engineer, Researcher
Education
- 2023Saarland UniversityPhD
- 2013Saarland University of Applied SciencesBSc and MSc
Sources and credits
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