We develop algorithms for physiological signal analysis. These algorithms leverage our expertise on machine learning with the expertise of our clinical partners. Our main areas of expertise include automated detection of epileptic seizures, measurement of cognitive workload and classification of sleep apnea.
Our algorithms are often designed to leverage the cutting-edge computing technology developed by the lab making use of the in-house accelerators and memory and computing constraints of wearable devices.
Bonsai: cough monitoring device | |
DIGIPREDICT: multi-biosignals processing for cardiovascular conditions | |
Efficient federated learning | |
Incremental inference and learning | |
Sparse sampling of bio-signals |