Nijenborgh 9, 9747 AG Groningen, NL
m dot biehl at rug dot nl
Room 5161.0584 Tel +31 50 363 3997
meikelbiehl at gmail dot com
Honorary Professor of Machine Learning, University of Birmingham
Center for Systems Modelling and Quantitative Biomedicine
Research:
+++ new +++
list of publications
(pdf and bibtex, including links)
Machine Learning and Computational Intelligence
Theory and algorithm development for neural networks
Learning Vector Quantization and Relevance Learning
Applications in life sciences, biomedical data, astroinformatics
Statistical Physics and Scientific Computing
Theory of neural networks, dynamics of machine learning processes
Monte Carlo simulations of complex systems
Disordered systems, non-equilibrium growth processes
Teaching:
Neural Networks and Computational Intelligence
Modelling and Simulation
Introduction to Machine Learning
May 2025:
After 11 months with
4 rounds of insignificant revisions requested by 6 reviewers,
our paper
April 2025:
More than 6000 downloads of
April 2025:
Three contributions have been presented at the 33rd
ESANN 2025 and
published in the proceedings:
Any vacancies, thesis projects, available internships, etc. will be
announced properly through the usual channels and on this website.
Explainable machine learning for movement disorders - Classification of tremor and myoclonus
with first author E. van den Brandhof, is finally available online (open access)
in Computers in Biology and Medicine 192 B: 110180 (2025)
"The Shallow and the Deep"
since its publication end of September 2023.
The Role of the Learning Rate in Layered Neural Networks with ReLU Activation Function
by O. Citton, F. Richert, M. Biehl
Interpretable machine learning for the diagnosis of hyperkinetic movement disorders
by E. van den Brandhof, J.W. Elting, I. Tuitert, M. van der Stouwe,
J. Dalenberg, M. de Koning-Tijssen, M. Biehl
Mitigating the Bias in Data for Fairness Using an Advanced Generalized Learning Vector Quantization Approach
by M. Kaden, A. Engelsberger, R. Schubert, S. Lövdal,
E. van den Brandhof, M. Biehl, T. Villmann
Note that
I will not reply to unspecific requests or unsolicited
applications for internships, PhD or PostDoc positions etc.