Field theory of stochastic spiking neural networks
- Cell-type-specific, nonlinear networks with correlated inputs
- State transitions in networks with spike resets
Research
What I work on
Plasticity and development
- Cell-type-specific models of critical-period development in primary sensory cortices
Epilepsy
- Optimizing seizure-aborting stimulation
Szuromi MP, Jirsa VK & Stacey WC (2023) · Journal of Computational Neuroscience, 51, 445–462 · DOI
- Novel neural mass models
Kamaraj AK & Szuromi MP (2025) · npj Systems Biology and Applications · DOI
- Memory impairment in epilepsy — relating electrophysiological biomarkers of hippocampal function to behavior in epilepsy patients
Tool building
- A toolbox for investigating and simulating seizures
Sheckler C, Kish K, Walker Z, Barkelew G, Crisp DN, Szuromi MP, Saggio ML & Stacey WC (2025) · eNeuro, 12(10) · DOI
- Spike- and burst-detection algorithms for in vivo voltage imaging
- A human sharp-wave-ripple database and automated SWR detector
- Automated calculation of Feynman diagrams for stochastic differential equations
A complete, current publication list is on Google Scholar.