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Inferring single-trial neural population dynamics using sequential auto-encoders

Inferring single-trial neural population dynamics using sequential auto-encoders

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6380887

Inferring single-trial neural population dynamics using sequential auto-encoders

About this item

Full title

Inferring single-trial neural population dynamics using sequential auto-encoders

Publisher

New York: Nature Publishing Group US

Journal title

Nature methods, 2018-10, Vol.15 (10), p.805-815

Language

English

Formats

Publication information

Publisher

New York: Nature Publishing Group US

More information

Scope and Contents

Contents

Neuroscience is experiencing a revolution in which simultaneous recording of thousands of neurons is revealing population dynamics that are not apparent from single-neuron responses. This structure is typically extracted from data averaged across many trials, but deeper understanding requires studying phenomena detected in single trials, which is c...

Alternative Titles

Full title

Inferring single-trial neural population dynamics using sequential auto-encoders

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6380887

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_6380887

Other Identifiers

ISSN

1548-7091

E-ISSN

1548-7105

DOI

10.1038/s41592-018-0109-9

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