
OpenAlex is a bibliographic catalogue of scientific papers, authors and institutions accessible in open access mode, named after the Library of Alexandria. It's citation coverage is excellent and I hope you will find utility in this listing of citing articles!
If you click the article title, you'll navigate to the article, as listed in CrossRef. If you click the Open Access links, you'll navigate to the "best Open Access location". Clicking the citation count will open this listing for that article. Lastly at the bottom of the page, you'll find basic pagination options.
Requested Article:
Transformers for EEG-Based Emotion Recognition: A Hierarchical Spatial Information Learning Model
Zhe Wang, Yongxiong Wang, Chuanfei Hu, et al.
IEEE Sensors Journal (2022) Vol. 22, Iss. 5, pp. 4359-4368
Closed Access | Times Cited: 113
Zhe Wang, Yongxiong Wang, Chuanfei Hu, et al.
IEEE Sensors Journal (2022) Vol. 22, Iss. 5, pp. 4359-4368
Closed Access | Times Cited: 113
Showing 1-25 of 113 citing articles:
A Transformer-Based Approach Combining Deep Learning Network and Spatial-Temporal Information for Raw EEG Classification
Jin Xie, J. X. Zhang, Jiayao Sun, et al.
IEEE Transactions on Neural Systems and Rehabilitation Engineering (2022) Vol. 30, pp. 2126-2136
Open Access | Times Cited: 149
Jin Xie, J. X. Zhang, Jiayao Sun, et al.
IEEE Transactions on Neural Systems and Rehabilitation Engineering (2022) Vol. 30, pp. 2126-2136
Open Access | Times Cited: 149
Emotion recognition in EEG signals using deep learning methods: A review
Mahboobeh Jafari, Afshin Shoeibi, Marjane Khodatars, et al.
Computers in Biology and Medicine (2023) Vol. 165, pp. 107450-107450
Open Access | Times Cited: 79
Mahboobeh Jafari, Afshin Shoeibi, Marjane Khodatars, et al.
Computers in Biology and Medicine (2023) Vol. 165, pp. 107450-107450
Open Access | Times Cited: 79
TC-Net: A Transformer Capsule Network for EEG-based emotion recognition
Yi Wei, Yü Liu, Chang Li, et al.
Computers in Biology and Medicine (2022) Vol. 152, pp. 106463-106463
Closed Access | Times Cited: 63
Yi Wei, Yü Liu, Chang Li, et al.
Computers in Biology and Medicine (2022) Vol. 152, pp. 106463-106463
Closed Access | Times Cited: 63
Temporal relative transformer encoding cooperating with channel attention for EEG emotion analysis
Guoqin Peng, Kunyuan Zhao, Hao Zhang, et al.
Computers in Biology and Medicine (2023) Vol. 154, pp. 106537-106537
Closed Access | Times Cited: 41
Guoqin Peng, Kunyuan Zhao, Hao Zhang, et al.
Computers in Biology and Medicine (2023) Vol. 154, pp. 106537-106537
Closed Access | Times Cited: 41
Classification of EEG signals using Transformer based deep learning and ensemble models
Mahsa Zeynali, Hadi Seyedarabi, Reza Afrouzian
Biomedical Signal Processing and Control (2023) Vol. 86, pp. 105130-105130
Closed Access | Times Cited: 33
Mahsa Zeynali, Hadi Seyedarabi, Reza Afrouzian
Biomedical Signal Processing and Control (2023) Vol. 86, pp. 105130-105130
Closed Access | Times Cited: 33
MTLFuseNet: A novel emotion recognition model based on deep latent feature fusion of EEG signals and multi-task learning
Rui Li, Chao Ren, Yiqing Ge, et al.
Knowledge-Based Systems (2023) Vol. 276, pp. 110756-110756
Closed Access | Times Cited: 32
Rui Li, Chao Ren, Yiqing Ge, et al.
Knowledge-Based Systems (2023) Vol. 276, pp. 110756-110756
Closed Access | Times Cited: 32
Deep Learning in EEG-Based BCIs: A Comprehensive Review of Transformer Models, Advantages, Challenges, and Applications
Berdakh Abibullaev, Aigerim Keutayeva, Amin Zollanvari
IEEE Access (2023) Vol. 11, pp. 127271-127301
Open Access | Times Cited: 29
Berdakh Abibullaev, Aigerim Keutayeva, Amin Zollanvari
IEEE Access (2023) Vol. 11, pp. 127271-127301
Open Access | Times Cited: 29
Multi-source domain adaptation with spatio-temporal feature extractor for EEG emotion recognition
Wenhui Guo, Guixun Xu, Yanjiang Wang
Biomedical Signal Processing and Control (2023) Vol. 84, pp. 104998-104998
Closed Access | Times Cited: 27
Wenhui Guo, Guixun Xu, Yanjiang Wang
Biomedical Signal Processing and Control (2023) Vol. 84, pp. 104998-104998
Closed Access | Times Cited: 27
Cross-Cultural Emotion Recognition With EEG and Eye Movement Signals Based on Multiple Stacked Broad Learning System
Xinrong Gong, C. L. Philip Chen, Tong Zhang
IEEE Transactions on Computational Social Systems (2023) Vol. 11, Iss. 2, pp. 2014-2025
Closed Access | Times Cited: 26
Xinrong Gong, C. L. Philip Chen, Tong Zhang
IEEE Transactions on Computational Social Systems (2023) Vol. 11, Iss. 2, pp. 2014-2025
Closed Access | Times Cited: 26
Bi-Branch Vision Transformer Network for EEG Emotion Recognition
Wei Lu, Tien-Ping Tan, Hua Ma
IEEE Access (2023) Vol. 11, pp. 36233-36243
Open Access | Times Cited: 23
Wei Lu, Tien-Ping Tan, Hua Ma
IEEE Access (2023) Vol. 11, pp. 36233-36243
Open Access | Times Cited: 23
CTCNet: A CNN Transformer capsule network for sleep stage classification
Weijie Zhang, Chang Li, Hu Peng, et al.
Measurement (2024) Vol. 226, pp. 114157-114157
Closed Access | Times Cited: 9
Weijie Zhang, Chang Li, Hu Peng, et al.
Measurement (2024) Vol. 226, pp. 114157-114157
Closed Access | Times Cited: 9
TorchEEGEMO: A deep learning toolbox towards EEG-based emotion recognition
Zhi Zhang, Sheng-hua Zhong, Yan Liu
Expert Systems with Applications (2024) Vol. 249, pp. 123550-123550
Closed Access | Times Cited: 9
Zhi Zhang, Sheng-hua Zhong, Yan Liu
Expert Systems with Applications (2024) Vol. 249, pp. 123550-123550
Closed Access | Times Cited: 9
MASA-TCN: Multi-Anchor Space-Aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition
Yi Ding, Su Zhang, Chuangao Tang, et al.
IEEE Journal of Biomedical and Health Informatics (2024) Vol. 28, Iss. 7, pp. 3953-3964
Open Access | Times Cited: 9
Yi Ding, Su Zhang, Chuangao Tang, et al.
IEEE Journal of Biomedical and Health Informatics (2024) Vol. 28, Iss. 7, pp. 3953-3964
Open Access | Times Cited: 9
A comprehensive review of deep learning in EEG-based emotion recognition: classifications, trends, and practical implications
Weizhi Ma, Yujia Zheng, Tianhao Li, et al.
PeerJ Computer Science (2024) Vol. 10, pp. e2065-e2065
Open Access | Times Cited: 9
Weizhi Ma, Yujia Zheng, Tianhao Li, et al.
PeerJ Computer Science (2024) Vol. 10, pp. e2065-e2065
Open Access | Times Cited: 9
CMLP-Net: A convolution-multilayer perceptron network for EEG-based emotion recognition
K. Lu, Zhihao Gu, Fei Qi, et al.
Biomedical Signal Processing and Control (2024) Vol. 96, pp. 106620-106620
Closed Access | Times Cited: 9
K. Lu, Zhihao Gu, Fei Qi, et al.
Biomedical Signal Processing and Control (2024) Vol. 96, pp. 106620-106620
Closed Access | Times Cited: 9
Transformers in EEG Analysis: A Review of Architectures and Applications in Motor Imagery, Seizure, and Emotion Classification
Elnaz Vafaei, Mohammad Hosseini
Sensors (2025) Vol. 25, Iss. 5, pp. 1293-1293
Open Access | Times Cited: 1
Elnaz Vafaei, Mohammad Hosseini
Sensors (2025) Vol. 25, Iss. 5, pp. 1293-1293
Open Access | Times Cited: 1
Unveiling brain response mechanisms of citrus flavor perception: An EEG-based study on sensory and cognitive responses
Qian Zhao, Peilin Yang, Xiaolei Wang, et al.
Food Research International (2025) Vol. 206, pp. 116096-116096
Closed Access | Times Cited: 1
Qian Zhao, Peilin Yang, Xiaolei Wang, et al.
Food Research International (2025) Vol. 206, pp. 116096-116096
Closed Access | Times Cited: 1
STILN: A novel spatial-temporal information learning network for EEG-based emotion recognition
Yiheng Tang, Yongxiong Wang, Xiaoli Zhang, et al.
Biomedical Signal Processing and Control (2023) Vol. 85, pp. 104999-104999
Open Access | Times Cited: 20
Yiheng Tang, Yongxiong Wang, Xiaoli Zhang, et al.
Biomedical Signal Processing and Control (2023) Vol. 85, pp. 104999-104999
Open Access | Times Cited: 20
Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition
Zhi Zhang, Shenghua Zhong, Yan Liu
Proceedings of the AAAI Conference on Artificial Intelligence (2024) Vol. 38, Iss. 9, pp. 10252-10260
Open Access | Times Cited: 8
Zhi Zhang, Shenghua Zhong, Yan Liu
Proceedings of the AAAI Conference on Artificial Intelligence (2024) Vol. 38, Iss. 9, pp. 10252-10260
Open Access | Times Cited: 8
Comprehensive review of Transformer‐based models in neuroscience, neurology, and psychiatry
Shan Cong, Hang Wang, Yang Zhou, et al.
Brain‐X (2024) Vol. 2, Iss. 2
Open Access | Times Cited: 7
Shan Cong, Hang Wang, Yang Zhou, et al.
Brain‐X (2024) Vol. 2, Iss. 2
Open Access | Times Cited: 7
Bridge Graph Attention based Graph Convolution Network with Multi-Scale Transformer for EEG Emotion Recognition
Huachao Yan, Kailing Guo, Xiaofen Xing, et al.
IEEE Transactions on Affective Computing (2024) Vol. 15, Iss. 4, pp. 2042-2054
Closed Access | Times Cited: 7
Huachao Yan, Kailing Guo, Xiaofen Xing, et al.
IEEE Transactions on Affective Computing (2024) Vol. 15, Iss. 4, pp. 2042-2054
Closed Access | Times Cited: 7
TMLP+SRDANN: A domain adaptation method for EEG-based emotion recognition
Wei Li, Bowen Hou, Xiaoyu Li, et al.
Measurement (2022) Vol. 207, pp. 112379-112379
Closed Access | Times Cited: 25
Wei Li, Bowen Hou, Xiaoyu Li, et al.
Measurement (2022) Vol. 207, pp. 112379-112379
Closed Access | Times Cited: 25
Emotion Recognition via Multiscale Feature Fusion Network and Attention Mechanism
Yiye Jiang, Songyun Xie, Xinzhou Xie, et al.
IEEE Sensors Journal (2023) Vol. 23, Iss. 10, pp. 10790-10800
Closed Access | Times Cited: 16
Yiye Jiang, Songyun Xie, Xinzhou Xie, et al.
IEEE Sensors Journal (2023) Vol. 23, Iss. 10, pp. 10790-10800
Closed Access | Times Cited: 16
Functional connectivity-enhanced feature-grouped attention network for cross-subject EEG emotion recognition
Wenhui Guo, Yaxuan Li, Mengxue Liu, et al.
Knowledge-Based Systems (2023) Vol. 283, pp. 111199-111199
Closed Access | Times Cited: 16
Wenhui Guo, Yaxuan Li, Mengxue Liu, et al.
Knowledge-Based Systems (2023) Vol. 283, pp. 111199-111199
Closed Access | Times Cited: 16
Understanding the brain with attention: A survey of transformers in brain sciences
Cheng Chen, Huilin Wang, Yunqing Chen, et al.
Brain‐X (2023) Vol. 1, Iss. 3
Open Access | Times Cited: 15
Cheng Chen, Huilin Wang, Yunqing Chen, et al.
Brain‐X (2023) Vol. 1, Iss. 3
Open Access | Times Cited: 15