TFormer: A time–frequency Transformer with batch normalization for driver fatigue recognition

• Published in: Advanced engineering informatics Vol. 62; p. 102575
• Main Authors: Li, Ruilin, Hu, Minghui, Gao, Ruobin, Wang, Lipo, Suganthan, P.N., Sourina, Olga
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.10.2024
• Subjects: Advanced human-cybernetic interfaces (HCI); Batch normalization (BN); Cross-subject Electroencephalogram (EEG) decoding; Driver fatigue; Time-frequency Transformer (TFormer); Batch normalization (BN); Driver fatigue; Time-frequency Transformer (TFormer); Advanced human-cybernetic interfaces (HCI); Cross-subject Electroencephalogram (EEG) decoding

Within the framework of the advanced human-cybernetic interfaces (HCI), Cross-subject electroencephalogram (EEG)-based driver fatigue recognition is emerging as a pivotal application in the paradigm of Industry 5.0. Recognizing the importance of ensuring driver safety through proactive monitoring, i...