Author

Servaas Vandecappelle

KU LeuvenORCID 0000-0002-0266-7293Unclaimed 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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Assay:electronic health records· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Alexander BertrandiD· 1 shared Amir H. AnsariiD· 1 shared Lucas DeckersiD· 1 shared Neetha DasiD· 1 shared Tom FrancartiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperNeuroscience

Alexander BertrandORCID

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1 paper

Recent·Most cited

EEG-based detection of the locus of auditory attention with convolutional neural networks

Servaas Vandecappelle, Lucas Deckers, Neetha Das, Amir H. Ansari, Alexander Bertrand, Tom Francart

This study uses convolutional neural networks to detect auditory attention locus (left/right) from EEG signals in multi-speaker scenarios, achieving 81% median accuracy within 1-2 seconds.

eLife · Apr 30, 2021Peer-reviewedNeuroscience