The importance of the whole: Topological data analysis for the network neuroscientist

Data analysis techniques from network science have fundamentally improved our understanding of neural systems and the complex behaviors that they support. Yet the restriction of network techniques to the study of pairwise interactions prevents us from taking into account intrinsic topological featur...

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Bibliographic Details
Main Authors: Ann E. Sizemore, Jennifer E. Phillips-Cremins, Robert Ghrist, Danielle S. Bassett
Format: Article
Language:English
Published: The MIT Press 2019-07-01
Series:Network Neuroscience
Subjects:
Online Access:https://www.mitpressjournals.org/doi/pdf/10.1162/netn_a_00073