An Auxiliary Synthesis Framework for Enhancing EEG-Based Classification With Limited Data - Liang, Sui; Kuang, Shaolong; Wang, Deheng; Yuan, Zhaohua; Zhang, Hongmiao; Sun, Lining (IEEE transactions on neural systems and rehabilitation engineering, 2023)
Keywords: Algorithms; Brain; Brain computer interface; Brain modeling; Brain-Computer Interfaces; Classification; Computer applications; Data acquisition; Data augmentation; Data models; Decoders; Decoding; Deep learning; EEG; electroencephalogram; Electroencephalography; Electroencephalography - methods; Feature extraction; Frequency dependence; Generative adversarial networks; Human-computer interface; Humans; Imagination; Implants; Machine learning; motor imagery; Random noise; Signal classification; Synthesis; Training