Dynamical Systems

Using rank-one updates to fold new observations into the DMD linear operator without recomputing a full matrix inverse.

An introduction to dynamic mode decomposition, which splits spatiotemporal data into spatial modes and their time dynamics. I derive the algorithm using a truncated SVD, with resting-state MRI as the motivating use case.