Analysis of Neuronal Source Dynamics During Seizure Using Vector Autoregressive Models , ICA , Sparse Bayesian Learning and ECoG

It is demonstrated that analysis of a small subset of the most dynamically important eigenmodes may allow effective detection of ictal onset and offset, while also yeilding insight into the dynamical structure of the neuronal system.