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Evaluation of Hyperparameter Optimization in Machine and Deep Learning Methods for Decoding Imagined Speech EEG

Classification of electroencephalography (EEG) signals corresponding to imagined speech production is important for the development of a direct-speech brain–computer interface (DS-BCI). Deep learning (DL) has been utilized with great success across several domains. However, it remains an open questi...

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Bibliografski detalji
Izdano u:Sensors (Basel)
Glavni autori: Cooney, Ciaran, Korik, Attila, Folli, Raffaella, Coyle, Damien
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2020
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7472624/
https://ncbi.nlm.nih.gov/pubmed/32824559
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20164629
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