EEGPT: Unleashing the Potential of EEG Generalist Foundation Model by Autoregressive Pre-training

• Main Authors: Yue, Tongtian, Xue, Shuning, Gao, Xuange, Tang, Yepeng, Guo, Longteng, Jiang, Jie, Liu, Jing
• Format: Journal Article
• Language: English
• Published: 14.10.2024
• Subjects: Computer Science - Learning

Electroencephalogram (EEG) signals are pivotal in providing insights into spontaneous brain activity, highlighting their significant importance in neuroscience research. However, the exploration of versatile EEG models is constrained by diverse data formats, outdated pre-training paradigms, and limi...