Theoretical & computational neuroscience

Matthew
Szuromi

PhD Student · Boston University

Using tools from mathematics and physics to understand how neural systems behave, learn, and break down.

About

A bit about me

I'm a doctoral student in the Graduate Program for Neuroscience at Boston University. I work with Gabriel Ocker at BU, and with Mark Kramer and Catherine Chu in the BRAIN Dynamics Lab at Johns Hopkins.

I grew up in Rochester, NY, and studied pure mathematics and physics at the University of Michigan, where I did research in experimental particle physics. Before starting my PhD in 2023, I spent two years as a research technician in William Stacey's lab at Michigan's Biointerfaces Institute, building phenomenological models of seizure dynamics to better guide stimulation therapies for drug-resistant epilepsy.

Today my work spans theoretical modeling, mathematical and computational tool building, neural data analysis, human memory, and epilepsy — described in more depth on my research page.

  • Statistical field theory
  • Stochastic processes
  • Spiking neural networks
  • Synaptic plasticity
  • Nonlinear dynamics
  • Epilepsy & seizure dynamics