Nonlinear time series techniques
We have expertise in various techniques for characterising the complexity of signals including the use of entropy methods and novel variants of Lempel-Ziv complexity. We are developing new methods to analyse physiological data based on the method of delays and Takens embedding theory.
Our expertise
- Attractor reconstruction methods for physiological data
- Entropy measures
- Variants of Lempel-Ziv complexity.
Meet the team
Members
Dr Daniel Abasolo
Head of Centre for Biomedical Engineering, Senior Lecturer in Biomedical Engineering
Professor Philip Aston
Professor of Mathematics
Dr Agnieszka Lemanska
Senior Lecturer in Health Data Science
Associate members
Professor Jonathan Johnston
Professor of Chronobiology and Integrative Physiology
