Physiological sensing viewed as measurement of adaptive biological systems.
Physiological Systems is the topic program focused on human-centered sensing, regulation, and biosignal interpretation. It treats measurements like ECG, EEG, EDA, respiration, and PPG as partial observations of multiscale, adaptive, and coupled biological dynamics.
Multiscale regulation, observability, state, and physiological coupling.
Biosignal acquisition, interpretation, and device-aware physiological observation.
Classical and advanced signal-processing approaches for physiological data.
Physiological Signals as Dynamic Systems
An introduction to physiological data as partial observations of adaptive and coupled systems.
Classical Signal Concepts for Physiological Data
Sampling, filtering, spectra, and serious physiological signal processing.
Advanced Signal Processing for Physiological Data
Adaptive filtering, state-space models, nonlinear methods, and sparse inference for physiology.