Time Series Analysis of Spiking Neural Systems via Transfer Entropy and Directed Persistent Homology

Dylan Peek, Siddharth Pritam, Matthew P. Skerritt +1

We present a topological framework for analysing neural time series that integrates Transfer Entropy (TE) with directed Persistent Homology (PH) to characterize information flow in…