Emmanouil Giannakakis

The paper develops a framework to analyze burst shapes in neuronal cultures, showing they provide more detailed information about network dynamics than traditional features.

This study shows that structured presynaptic connectivity can enable co-tuning of excitation and inhibition in neurons despite noisy, correlated inputs.

The paper develops a dynamical system model to characterize in vitro neuronal network bursting dynamics across development and cell types, finding that effective excitability reliably captures these differences.

This study uses a computational model to simulate the long-term effects of brain stimulation on structural connectivity in epileptic patients, finding that stimulation impacts both stimulated and non-stimulated regions and correlates with surgery outcomes.