Author

Nicolas Perez-Nieves

Imperial College LondonORCID 0000-0003-1586-0399Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 1

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Dan F. M. GoodmaniD· 1 shared Pier Luigi DragottiiD· 1 shared Vincent C. H. LeungiD· 1 shared

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2021-2021 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Dan F. M. GoodmanORCID

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1 paper

Recent·Most cited

NeuroscienceNature CommunicationsPeer-reviewedOct 4, 2021

Neural heterogeneity promotes robust learning

Nicolas Perez-Nieves, Vincent C. H. Leung, Pier Luigi Dragotti, Dan F. M. Goodman

This study shows that neural heterogeneity improves task performance and learning stability in spiking neural networks, matching experimental parameter distributions.

272 citationstop 1%

statistical model

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