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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
![Daniel Abasolo profile image](/sites/default/files/styles/image_150x150_scale_and_crop/public/2018-02/Daniel%20Abasolo.jpg?itok=Vd59TUo_)
Dr Daniel Abasolo
Head of Centre for Biomedical Engineering, Senior Lecturer in Biomedical Engineering
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Professor Philip Aston
Professor of Mathematics
![Agnieszka Lemanska profile image](/sites/default/files/styles/image_150x150_scale_and_crop/public/2021-12/agnieszka-lemanska.jpeg?itok=xmFmvOVA)
Dr Agnieszka Lemanska
Senior Lecturer in Health Data Science
Associate members
![Jonathan Johnston profile image](/sites/default/files/styles/image_150x150_scale_and_crop/public/2018-01/Jonathan%20Johnston-7852.jpg?itok=Jwhgaclr)
Professor Jonathan Johnston
Professor of Chronobiology and Integrative Physiology