Lukas Einhaus
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
Architecture×1
Frequent co-authors
Research Timeline
2026
Precomputed 1D-CNNs for Atrial Fibrillation Detection on Tiny Smart Sensor Systems
The paper proposes a novel convolutional block and optimization algorithm to implement resource-efficient 1D-CNNs for atrial fibrillation detection on tiny smart sensor systems, achieving high accuracy with minimal hardware resources.
Highlighted terms show continued research focus across papers
Papers
cs.ARRecentMay 28, 2026
Precomputed 1D-CNNs for Atrial Fibrillation Detection on Tiny Smart Sensor Systems
Lukas Einhaus, Natalie Maman, Julian Hoever, Andreas Erbslöh +1 more
The paper proposes a novel convolutional block and optimization algorithm to implement resource-efficient 1D-CNNs for atrial fibrillation detection on tiny smart sensor systems, achieving high accurac…
View →