Topological Adventures in Neuroscience

DOI10.1007/978-3-030-43408-3_11zbMath1451.92071OpenAlexW3037555200MaRDI QIDQ5118371

Kathryn P. Hess

Publication date: 8 September 2020

Published in: Topological Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-43408-3_11

zbMATH Keywords

algebraic topologyneurosciencebrain structureneuron morphologies

Mathematics Subject Classification ID

Persistent homology and applications, topological data analysis (55N31) Neural biology (92C20) Neural networks for/in biological studies, artificial life and related topics (92B20) Research exposition (monographs, survey articles) pertaining to biology (92-02)

Related Items (2)

`Holey' niche! finding holes in niche hypervolumes using persistence homology ⋮ What Are Higher-Order Networks?

Uses Software

• Scikit
• Persistence Landscape
• GitHub
• Ripser
• Flagser
• PersistenceImages

Cites Work

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• A persistence landscapes toolbox for topological statistics
• Book Reviews
• Topological pattern recognition for point cloud data
• Persistence Images: A Stable Vector Representation of Persistent Homology
• Statistical topological data analysis using persistence landscapes

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