MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning - Banluesombatkul, Nannapas; Ouppaphan, Pichayoot; Leelaarporn, Pitshaporn; Lakhan, Payongkit; Chaitusaney, Busarakum; Jaimchariyatam, Nattapong; Chuangsuwanich, Ekapol; Chen, Wei; Phan, Huy; Dilokthanakul, Nat; Wilaiprasitporn, Theerawit (IEEE journal of biomedical and health informatics, 2021)
Keywords: Adaptation; Brain modeling; Classification; convolutional neural network; Data models; Datasets; Deep learning; Electroencephalography; Feature extraction; Knowledge acquisition; Labelling; Machine learning; meta-learning; pre-trained EEG; Signal classification; Sleep; Sleep stage classification; Source code; Task analysis; Training; Transfer learning