Author

Simon Valentin

University of KonstanzORCID 0000-0003-2039-8928Unclaimed 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:cell type annotation· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

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Maximilian HarkotteiD· 1 shared Tzvetan G. PopoviD· 1 shared

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2020-2020 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperNeuroscience

Maximilian HarkotteORCID

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1 paper

Recent·Most cited

NeurosciencePLoS Computational BiologyPeer-reviewedJan 6, 2020

Interpreting neural decoding models using grouped model reliance

Simon Valentin, Maximilian Harkotte, Tzvetan G. Popov

This paper introduces grouped model reliance as a method to interpret neural decoding models, showing that alpha-band activity is consistently used but with inter-individual variability in frequency and topography.

10 citations

humanelectronic health records

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