Publications - Computational Neurophysiology

  • Hippocampal CA1 and cortical interictal oscillations in the pilocarpine model of epilepsy

    Quantitative electroencephalogram analysis has been increasingly applied to study fine changes in brain oscillations in epilepsy. Here we aimed to evaluate interictal oscillations using pilocarpine model of epilepsy to identify changes in network synchronization.
  • Spike sorting with Gaussian mixture models

    In this study, we explored the performance of Gaussian mixture models (GMMs) in these two steps. We extracted relevant features using a combination of common techniques (e.g., principal components, wavelets) and GMM fitting parameters (e.g., Gaussian distances).