Parameter inference from a non-stationary unknown process using statistical feature-based slow feature analysis

Kieran S. Owens, Masako Tamaki, Ben D. Fulcher

Non-stationary phenomena are ubiquitous, with examples to be found in climatological measurements, brain activity, and the behavior of financial markets. Starting with a time serie…