Self-Attentive Channel-Connectivity Capsule Network for EEG-Based Driving Fatigue Detection

• Principais autores: Chuangquan Chen (Autor), Zhouyu Ji (Autor), Yu Sun (Autor), Anastasios Bezerianos (Autor), Nitish Thakor (Autor), Hongtao Wang (Autor)
• Formato: Livro
• Publicado em: IEEE, 2023-01-01T00:00:00Z.
• Assuntos: article
• Acesso em linha: Connect to this object online.

Deep neural networks have recently been successfully extended to EEG-based driving fatigue detection. Nevertheless, most existing models fail to reveal the intrinsic inter-channel relations that are known to be beneficial for EEG-based classification. Additionally, these models require substantial d...