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).
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: