CPS 583 Nonlinear Dynamics and Learning

Elementary nonlinear dynamics and chaos theory. Correlation dimension. Approximate, Sample, and Multiscale entropies. Cellular automaton dynamics. Entropy analysis and learning in time series data. Prerequisites: CPS 340 or CPS 480 or admission to the MS in Computer Science.