Persistent homology of time-dependent functional networks constructed from coupled time series

We use topological data analysis to study “functional networks” that we construct from time-series data from both experimental and synthetic sources. We use persistent homology with a weight rank clique filtration to gain insights into these functional networks, and we use persistence landscapes to...

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Bibliographic Details
Main Authors: Stolz, B, Harrington, H, Porter, M
Format: Journal article
Published: AIP Publishing 2017