A comprehensive dataset for home appliance control using ERP-based BCIs with the application of inter-subject transfer learning

A comprehensive dataset for home appliance control using ERP-based BCIs with the application of inter-subject transfer learning

Brain-computer interfaces (BCIs) have a potential to revolutionize human-computer interaction by enabling direct links between the brain and computer systems. Recent studies are increasingly focusing on practical applications of BCIs—e.g., home appliance control just by thoughts. One of the non-inva...

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Bibliographic Details
Main Authors: Jongmin Lee, Minju Kim, Dojin Heo, Jongsu Kim, Min-Ki Kim, Taejun Lee, Jongwoo Park, HyunYoung Kim, Minho Hwang, Laehyun Kim, Sung-Phil Kim
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Human Neuroscience
Subjects:
ERP-based BCI
EEG
transfer learning
BCI dataset
home appliance
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2024.1320457/full

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