Author

Sofía Lawrie

Universitat Pompeu FabraORCID 0000-0001-5408-7605Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Approach:statistical model· 1

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Matthieu GilsoniD· 1 shared Rubén Moreno‐BoteiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperNeuroscience

Matthieu GilsonORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintApr 30, 2021

Covariance-based information processing in reservoir computing systems

Sofía Lawrie, Rubén Moreno‐Bote, Matthieu Gilson

This paper demonstrates that covariance-based perceptrons outperform mean-based methods in classifying synthetic time series and speech digits by leveraging second-order statistics in reservoir computing.

1 citation

statistical modelbenchmarking

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