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 graduate standing.

Credits

3(3-0)

Course Syllabus