Projects
Vector Signal Generator for Future 5G Telecom and Biomedical Applications KU Leuven
Multi-modal signal processing algorithms for extraction of coupled sources in combined audio and EEG recordings. KU Leuven
One in five experiences hearing loss. The World Health Organization estimates that this number will increase to one in four in 2050. Luckily, effective hearing devices such as hearing aids and cochlear implants exist with advanced noise suppression and speaker enhancement algorithms that can significantly improve the quality of life of people suffering from hearing loss. State-of-the-art hearing devices, however, underperform in a so-called ...
Data-centric distributed signal processing for spatial filtering in wireless sensor networks KU Leuven
Advanced Signal Processing for Magnetic Resonance Spectroscopy KU Leuven
SRP-Onderzoekszwaartepunt: Learning-based Signal and Data Processing Systems (LSDS) Vrije Universiteit Brussel
Signal processing algorithms for attention decoding of brain responses to natural stimuli in brain-computer interfaces KU Leuven
Brain-computer interfaces (BCI) enable the human brain to interact with machines, opening doors to various high-impact applications. However, most experimental BCI paradigms require the user to concentrate on synthetic and repeated stimuli, inducing fatigue and interfering with natural behavior. This unnatural interaction blocks the widespread usage of BCIs in daily-life situations beyond a few niche clinical applications.
In this ...
Signal Processing Algorithm Design for Next-Generation Neuro-Sensor Technology KU Leuven
The possibility to chronically monitor the brain 24/7 in daily-life activities would revolutionize human-machine interactions through the use of brain-computer interfaces (BCI) and would allow for ambulant monitoring of patients with neurological disorders. Such chronic systems must satisfy challenging energy and miniaturization constraints, leading to modular designs in which multiple networked miniature neuro-sensor modules are ...
Signal processing algorithms for attention decoding of brain responses to natural stimuli in brain-computer interfaces. KU Leuven
Advanced signal processing for cardiorespiratory analysis in sleep apnea and epilepsy KU Leuven
It is well known that heart rate and respiration interact with each other, and that they are unconsciously regulated by the autonomic nervous system. Although these interactions themselves are well-known to exist, their exact understanding is still limited and controversial. In addition, several disorders such as sleep apnea and epilepsy can have a further effect on these interactions. These disorders are associated with a high morbidity and ...