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EEG-Based Cross-Subject Driver Drowsiness Recognition With an Interpretable Convolutional Neural Network

  • Published:2022 Issue: Volume: Page:1-13
  • ISSN:2162-237X
  • Container-title:IEEE Transactions on Neural Networks and Learning Systems
  • language:
  • Short-container-title:IEEE Trans. Neural Netw. Learning Syst.

Author:

Cui JianORCID,Lan ZiruiORCID,Sourina OlgaORCID,Muller-Wittig Wolfgang

Funder

National Research Foundation Singapore under its International Research Centers in Singapore Funding Initiative

Fraunhofer Singapore

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Computer Networks and Communications,Computer Science Applications,Software

Cited by 34 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. An EEG-based cross-subject interpretable CNN for game player expertise level classification;Expert Systems with Applications;2024-03

2. EEG-Based Evaluation of Aesthetic Experience Using BiLSTM Network;International Journal of Human–Computer Interaction;2023-12-11

3. Explainable Depression Recognition from EEG Signals via Graph Convolutional Network;2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM);2023-12-05

4. A Robust Driver Emotion Recognition Method Based on High-Purity Feature Separation;IEEE Transactions on Intelligent Transportation Systems;2023-12

5. Explainable cross-task adaptive transfer learning for motor imagery EEG classification;Journal of Neural Engineering;2023-11-30
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