Scaling Properties of Dimensionality Reduction for Neural Populations and Network Models.

Recent studies have applied dimensionality reduction methods to understand how the multi-dimensional structure of neural population activity gives rise to brain function. It is unclear, however, how the results obtained from dimensionality reduction generalize to recordings with larger numbers of ne...

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Bibliographic Details
Main Authors: Ryan C Williamson, Benjamin R Cowley, Ashok Litwin-Kumar, Brent Doiron, Adam Kohn, Matthew A Smith, Byron M Yu
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-12-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC5142778?pdf=render