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LGNet: Learning local–global EEG representations for cognitive workload classification in simulated flights
Wang, Yuwen, Han, Mingxiu, Peng, Yudan, Zhao, Ruoqi, Fan, Dongqiong, Meng, Xia, Xu, Hong, Niu, Haijun, Cheng, Jian, Liu, Tao
Published in Biomedical signal processing and control (01.06.2024)
Published in Biomedical signal processing and control (01.06.2024)
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Journal Article
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Quantifying Cognitive Workload Using a Non-Contact Magnetocardiography (MCG) Wearable Sensor
Wang, Zitong, Zhu, Keren, Kaur, Archana, Recker, Robyn, Yang, Jingzhen, Kiourti, Asimina
Published in Sensors (Basel, Switzerland) (24.11.2022)
Published in Sensors (Basel, Switzerland) (24.11.2022)
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Journal Article
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Dynamic hierarchical learning of temporal-spatial-spectral EEG features with transformers for cognitive workload estimation
Zhang, Jing, Hua, Yi, Gu, Jiahui, Chen, Yu, Yin, Zhong
Published in Chinese Control Conference (25.07.2022)
Published in Chinese Control Conference (25.07.2022)
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Conference Proceeding
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Wavelet-Augmented Self-Supervised Learning for Accurate Classification of Cognitive Workload
Chatrudi, Nooshin Taheri, Clegern, Will, Hager, Robert, Nelson, Lonnie, Ghasemzadeh, Hassan
Published in Proceedings (International Conference on Wearable and Implantable Body Sensor Networks : Print) (15.10.2024)
Published in Proceedings (International Conference on Wearable and Implantable Body Sensor Networks : Print) (15.10.2024)
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Conference Proceeding