Brent Doiron

This paper develops a mean field theory showing how spike timing plasticity leads to the formation and maintenance of neuronal assemblies through spike train correlations.

The paper links network connectivity statistics to spike time statistics in neuronal networks, showing how local connectivity features predict global activity patterns and how plasticity rules can coevolve connectivity and spiking statistics.