My research outputs span neuroscience, neural engineering, data science, and computational modelling, with a strong emphasis on methodological rigor, clinical relevance, and reproducibility. I have published extensively in leading journals across neuroscience, biomedical engineering, and applied mathematics. Rather than listing all publications on this page, I highlight selected works below and provide links to complete, up-to-date records.
Selected Publications
(Representative publications illustrating major research themes)
Seizure Prediction and Epilepsy
- Kuhlmann L., et al. Seizure prediction — ready for a new era. Nature Reviews Neurology, 2018.
This paper provides a critical synthesis of seizure prediction research and outlines pathways toward clinically viable forecasting systems. - Cook M.J., Kuhlmann L., et al. Human focal seizures are characterized by critical slowing. Nature Communications, 2020.
Introduces critical slowing as a biomarker of seizure susceptibility using ultra-long-term intracranial EEG data. - Cook M.J., et al. Epilepsyecosystem: a big data platform for epilepsy research. Brain, 2018.
Describes a large-scale, collaborative framework enabling reproducible seizure prediction research.
Neural Modelling, Estimation, and Control
- Kuhlmann L., et al. Observability and estimation of neural systems. Neural Networks, 2016.
Presents theoretical foundations for estimating latent neural dynamics from partial observations. - Freestone D.R., Kuhlmann L., et al. A data-driven framework for neural system modelling. IEEE Transactions on Biomedical Engineering, 2014.
Combines model-based and data-driven approaches for analysing neural signals.
Anaesthesia and Consciousness
- Sanders R.D., Kuhlmann L., et al. Mechanisms of anesthesia-induced unconsciousness. Proceedings of the National Academy of Sciences, 2012.
- Explores network-level changes in brain activity associated with loss of consciousness under anaesthesia.
Complete Publication Lists
For a complete and continuously updated list of publications, please refer to the following sources:
• Google Scholar Profile
• Monash University Research Profile
These pages include full citation records, citation metrics, and links to available manuscripts.