Dimensionality reduction and recurrence analysis reveal hidden structures of striatal pathological states
A pipeline is proposed here to describe different features to study brain microcircuits on a histological scale using multi-scale analyses, including the uniform manifold approximation and projection (UMAP) dimensional reduction technique and modularity algorithm to identify neuronal ensembles, Runs...
Main Authors: | , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2022-12-01
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Series: | Frontiers in Systems Neuroscience |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fnsys.2022.975989/full |