On the benefit of overparameterization in state reconstruction. - Jonas F. Haderlein; Iven M. Y. Mareels; Andre D. H. Peterson; Parvin Zarei Eskikand; Anthony N. Burkitt; David B. Grayden (CDC, 2021)

Autoregressive models for biomedical signal processing. - Jonas F. Haderlein; Andre D. H. Peterson; Anthony N. Burkitt; Iven M. Y. Mareels; David B. Grayden (EMBC, 2023)

Path Signatures for Seizure Forecasting. - Jonas F. Haderlein; Andre D. H. Peterson; Parvin Zarei Eskikand; Mark J. Cook; Anthony N. Burkitt; Iven M. Y. Mareels; David B. Grayden (CoRR, 2023)

On the benefit of overparameterisation in state reconstruction: An empirical study of the nonlinear case. - Jonas F. Haderlein; Andre D. H. Peterson; Parvin Zarei Eskikand; Anthony N. Burkitt; Iven M. Y. Mareels; David B. Grayden (ANZCC, 2024)

Revisiting Seizure Prediction with Path Signatures: the Limitations of System Identification. - Jonas F. Haderlein; Andre D. H. Peterson; Parvin Zarei Eskikand; Mark J. Cook; Anthony N. Burkitt; David B. Grayden; Iven M. Y. Mareels (ANZCC, 2024)