Automated Feynman-diagram evaluation. A symbolic–numerical pipeline that evaluates Feynman diagrams for nonlinear stochastic differential equations, built around a new algorithm for counting generic loop diagrams.
Field theory for spiking networks. A statistical field theory for cell-type-specific stochastic spiking networks driven by correlated inputs.
Plasticity & development. Models of thalamocortical development governed by spike-timing-dependent plasticity during critical periods of primary sensory cortex.
State transitions. Stochastic state transitions in spiking networks with spike resets.
Dynamics of epilepsy & seizures
Stacey Lab · University of Michigan & independent
Optimizing seizure-aborting stimulation. Using the "dynamotype" taxonomy of seizure dynamics to optimize ictal-aborting electrical stimulation for drug-resistant epilepsy.
Low-dimensional neural mass models. Practical, analytically tractable models for multi-state nonlinear systems, applied to epilepsy and neural dysfunction.
Related publications
Modelling dysfunction-specific interventions for seizure termination in epilepsy
Kamaraj AK & Szuromi MP (2025) · npj Systems Biology and Applications · DOI
Dynamotypes for Dummies: A Toolbox, Atlas, and Tutorial for Simulating a Comprehensive Range of Realistic Synthetic Seizures