Welcome to the website of the IBS-Lab

Please note: This website is under construction. You will find more resources here in the upcoming weeks and months.

Intelligent Biomedical Sensing (IBS) Lab: Machine learning and instruments for comprehensive brain-body monitoring.

The Intelligent Biomedical Sensing Lab is an Independent Research Group at the Berlin Institute for the Foundations of Learning and Data (BIFOLD) / Machine Learning Department, TU Berlin. The group is headed by Dr. Alexander von Lühmann.

The IBS lab develops miniaturized wearable neurotechnology and body-worn sensors for unobtrusive monitoring of the embodied brain in the everyday world. It uses machine learning on the multimodal sensor data, together with environmental context information, to contribute to a paradigm shift in individualized comprehensive understanding of physical and mental health: Toward intelligent assessment and treatment of physical and mental states and risk factors. Our expertise:

Biomedical Electrical Engineering

Development of novel wearable sensing technology for brain and body that is non-invasive/non-hazardous, unobtrusive, multimodal and robust. Current focus in instrumentation development: functional Near Infrared Spectroscopy (fNIRS), diffuse optical tomography (DOT) and Oximetry, Electroencephalography (EEG), Electro -myo-, -oculo-, -cardiograpy (ExG).

Machine Learning

Exploration of innovative methods for the extraction of multivariate biomarkers from complex bio signals derived from diffuse optics and electrophysiology. Physiological modeling and physiological transfer functions considering non-stationary and non-instantaneous relationships, context sensitivity, and automatic data annotation.

If you like to learn more in the meantime, please visit…

… the BIFOLD website: www.bifold.berlin

… the Machine Learn Department website of TU Berlin: www.ml.tu-berlin.de

… Alexander von Lühmann’s website www.avolu.net: