EEG-based Cross-Subject Driver Drowsiness Recognition with an
Interpretable Convolutional Neural Network

EEG-based Cross-Subject Driver Drowsiness Recognition with an Interpretable Convolutional Neural Network

30 May 2021

W. Müller-Wittig

Papers citing "EEG-based Cross-Subject Driver Drowsiness Recognition with an Interpretable Convolutional Neural Network"

18 / 18 papers shown

Title
NiSNN-A: Non-iterative Spiking Neural Networks with Attention with Application to Motor Imagery EEG Classification Chuhan Zhang Wei Pan Cosimo Della Santina 46 0 0 28 Jan 2025
Exact Fit Attention in Node-Holistic Graph Convolutional Network for Improved EEG-Based Driver Fatigue Detection Meiyan Xu Qingqing Chen Duo Chen Yi Ding Jingyuan Wang Peipei Gu Yijie Pan Deshuang Huang Xun Zhang Jiayang Guo 39 0 0 28 Jan 2025
Efficient Mixture-of-Expert for Video-based Driver State and Physiological Multi-task Estimation in Conditional Autonomous Driving Yufei Guo Xiao Yang Zhenyu Wang Ximeng Wei Ange Wang Dengbo He Kaishun Wu 27 1 0 28 Oct 2024
A Survey on Drowsiness Detection -- Modern Applications and Methods Biying Fu Fadi Boutros Chin-Teng Lin Naser Damer OffRL 46 7 0 23 Aug 2024
LDGCN: An Edge-End Lightweight Dual GCN Based on Single-Channel EEG for Driver Drowsiness Monitoring Jingwei Huang Chuansheng Wang Jiayan Huang Haoyi Fan Antoni Grau Fuquan Zhang 31 0 0 08 Jul 2024
Explainable artificial intelligence approaches for brain-computer interfaces: a review and design space Param S. Rajpura H. Cecotti Y. Meena 24 6 0 20 Dec 2023
Improving Generalization of Drowsiness State Classification by Domain-Specific Normalization Dong-Young Kim Dong-Kyun Han Seo-Hyeon Park Geun-Deok Jang Seong-Whan Lee 31 0 0 15 Nov 2023
A Survey on Trustworthy Edge Intelligence: From Security and Reliability To Transparency and Sustainability Xiaojie Wang Beibei Wang Yu Wu Zhaolong Ning Song Guo Feng Yu 37 12 0 27 Oct 2023
A Dynamic Domain Adaptation Deep Learning Network for EEG-based Motor Imagery Classification Jie Jiao Meiyan Xu Qingqing Chen Hefang Zhou Wangliang Zhou 40 0 0 21 Sep 2023
Systematic Review of Experimental Paradigms and Deep Neural Networks for Electroencephalography-Based Cognitive Workload Detection K. Vishnu C. N. Gupta 14 1 0 11 Sep 2023
An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance Xin-qiu Zhou Dahua Lin Ziyu Jia Jiaping Xiao Chenyu Liu Liming Zhai Yang Liu 8 4 0 26 Apr 2023
Interpretable and Robust AI in EEG Systems: A Survey Xin-qiu Zhou Chenyu Liu Liming Zhai Ziyu Jia Cuntai Guan Yang Liu AAML 27 21 0 21 Apr 2023
Calibration-Free Driver Drowsiness Classification based on Manifold-Level Augmentation Dong-Young Kim Dong-Kyun Han Hyejeon Shin 13 3 0 14 Dec 2022
Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey G. Sarafraz Armin Behnamnia Mehran Hosseinzadeh Ali Balapour Amin Meghrazi Hamid R. Rabiee OOD AI4CE 35 7 0 04 Dec 2022
A Decomposition-Based Hybrid Ensemble CNN Framework for Driver Fatigue Recognition Ruilin Li Ruobin Gao Ponnuthurai Nagaratnam Suganthan 9 49 0 14 Mar 2022
TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen ViT 36 32 0 02 Mar 2022
Towards Best Practice of Interpreting Deep Learning Models for EEG-based Brain Computer Interfaces Jian Cui Liqiang Yuan Zhaoxiang Wang Ruilin Li Tianzi Jiang 18 11 0 12 Feb 2022
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,599 0 17 Apr 2017