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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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Библиографические подробности
Опубликовано в: :PLoS Comput Biol
Главные авторы: Williamson, Ryan C., Cowley, Benjamin R., Litwin-Kumar, Ashok, Doiron, Brent, Kohn, Adam, Smith, Matthew A., Yu, Byron M.
Формат: Artigo
Язык:Inglês
Опубликовано: Public Library of Science 2016
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Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC5142778/
https://ncbi.nlm.nih.gov/pubmed/27926936
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1005141
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