Decoupling representation learning for imbalanced electroencephalography classification in rapid serial visual presentation task

The class imbalance problem considerably restricts the performance of electroencephalography (EEG) classification in the rapid serial visual presentation (RSVP) task. Existing solutions typically employ re-balancing strategies (e.g. re-weighting and re-sampling) to alleviate the impact of class imba...

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Veröffentlicht in:	Journal of neural engineering 2022-05, Vol.19 (3), p.36011
Hauptverfasser:	Li, Fu, Li, Hongxin, Li, Yang, Wu, Hao, Fu, Boxun, Ji, Youshuo, Wang, Chong, Shi, Guangming
Format:	Artikel
Sprache:	eng
Schlagworte:	class imbalance problem decoupling representation learning electroencephalography (EEG) Electroencephalography - methods Learning rapid serial visual presentation (RSVP)
Online-Zugang:	Volltext
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