Physiology Signal Data Analytics
(USC) BME 511 Physiology control system: Application of control theory to physiological systems; static analysis of closed-loop systems; time-domain analysis of linear control identification methods; nonlinear control.(4.0)
(USC)BME 513:Signal and Systems Analysis. Classification; representation; statistical analysis; orthogonal expansions; least-squares estimation; harmonic analysis; Fourier, Laplace and Z transforms; the linear system; filtering; modeling and simulation; linear control theory.(Current)
(USC)BME514&515: Physiological Signals and Data Analytics in Biomedical Engineering. Application of linear time- and frequency-domain techniques, adaptive filtering, nonlinear dynamics and machine learning
approaches to the analysis of physiological signals.(Current)