Comparison of Two-Talker Attention Decoding from EEG with Nonlinear Neural Networks and Linear Methods

Auditory attention decoding (AAD) through a brain-computer interface has had a flowering of developments since it was first introduced by Mesgarani and Chang (2012) using electrocorticograph recordings. AAD has been pursued for its potential application to hearing-aid design in which an attention-gu...

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Veröffentlicht in:Sci Rep
Hauptverfasser: Ciccarelli, Gregory, Nolan, Michael, Perricone, Joseph, Calamia, Paul T., Haro, Stephanie, O’Sullivan, James, Mesgarani, Nima, Quatieri, Thomas F., Smalt, Christopher J.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2019
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Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6687829/
https://ncbi.nlm.nih.gov/pubmed/31395905
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-47795-0
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