- EEG dataset and OpenBMI toolbox for three BCI paradigms: an investigation into BCI illiteracy
Min-Ho Lee, Oyeon Kwon, Yong-Jeong Kim, Hong-Kyung Kim, Young-Eun Lee, John Williamson, Siamac Fazli, Seong–Whan Lee · 2019 · GigaScience
Cites data paper 564 citations
- Deep learning techniques for classification of electroencephalogram (EEG) motor imagery (MI) signals: a review
Hamdi Altaheri, Ghulam Muhammad, Mansour Alsulaiman, Syed Umar Amin, Ghadir Ali Altuwaijri, Wadood Abdul, Mohamed A. Bencherif, Mohammed Faisal · 2021 · Neural Computing and Applications
Cites data paper 564 citations
- Subject-Independent Brain–Computer Interfaces Based on Deep Convolutional Neural Networks
Oyeon Kwon, Min-Ho Lee, Cuntai Guan, Seong–Whan Lee · 2019 · IEEE Transactions on Neural Networks and Learning Systems
Cites data paper 356 citations
- Brain-Controlled Robotic Arm System Based on Multi-Directional CNN-BiLSTM Network Using EEG Signals
Ji-Hoon Jeong, Kyung-Hwan Shim, Dong‐Joo Kim, Seong–Whan Lee · 2020 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 291 citations
- Adaptive transfer learning for EEG motor imagery classification with deep Convolutional Neural Network
Kaishuo Zhang, Neethu Robinson, Seong‐Whan Lee, Cuntai Guan · 2020 · Neural Networks
Cites data paper 281 citations
- Brain-Computer Interface: Advancement and Challenges
M. F. Mridha, Sujoy Chandra Das, Md. Mohsin Kabir, Aklima Akter Lima, Md. Rashedul Islam, Yutaka Watanobe · 2021 · Sensors
Cites data paper 255 citations
- BETA: A Large Benchmark Database Toward SSVEP-BCI Application
Bingchuan Liu, Xiaoshan Huang, Yijun Wang, Xiaogang Chen, Xiaorong Gao · 2020 · Frontiers in Neuroscience
Cites data paper 197 citations
- A Comprehensive Review on Critical Issues and Possible Solutions of Motor Imagery Based Electroencephalography Brain-Computer Interface
Amardeep Singh, Ali Abdul Hussain, Sunil Pranit Lal, Hans W. Guesgen · 2021 · Sensors
Cites data paper 176 citations
- MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification
Phairot Autthasan, Rattanaphon Chaisaen, Thapanun Sudhawiyangkul, Phurin Rangpong, Suktipol Kiatthaveephong, Nat Dilokthanakul, Gun Bhakdisongkhram, Huy Phan, Cuntai Guan, Theerawit Wilaiprasitporn · 2021 · IEEE Transactions on Biomedical Engineering
Cites data paper 175 citations
- Spatio-Spectral Feature Representation for Motor Imagery Classification Using Convolutional Neural Networks
Ji-Seon Bang, Min-Ho Lee, Siamac Fazli, Cuntai Guan, Seong–Whan Lee · 2021 · IEEE Transactions on Neural Networks and Learning Systems
Cites data paper 165 citations
- Neural Decoding of Imagined Speech and Visual Imagery as Intuitive Paradigms for BCI Communication
Seo‐Hyun Lee, Minji Lee, Seong–Whan Lee · 2020 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 159 citations
- EEG-ITNet: An Explainable Inception Temporal Convolutional Network for Motor Imagery Classification
Abbas Salami, Javier Andreu-Pérez, Helge Gillmeister · 2022 · IEEE Access
Cites data paper 142 citations
- FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface
Ravikiran Mane, Effie Chew, Karen Sui Geok Chua, Kai Keng Ang, Neethu Robinson, A. P. Vinod, Seong–Whan Lee, Cuntai Guan · 2021 · arXiv (Cornell University)
Cites data paper 126 citations
- A Multi-view CNN with Novel Variance Layer for Motor Imagery Brain Computer Interface
Ravikiran Mane, Neethu Robinson, A. P. Vinod, Seong–Whan Lee, Cuntai Guan · 2020 · n/a
Cites data paper 123 citations
- Decoding EEG Rhythms During Action Observation, Motor Imagery, and Execution for Standing and Sitting
Rattanaphon Chaisaen, Phairot Autthasan, Nopparada Mingchinda, Pitshaporn Leelaarporn, Narin Kunaseth, Suppakorn Tammajarung, Poramate Manoonpong, Subhas Chandra Mukhopadhyay, Theerawit Wilaiprasitporn · 2020 · IEEE Sensors Journal
Cites data paper 117 citations
- FBMSNet: A Filter-Bank Multi-Scale Convolutional Neural Network for EEG-Based Motor Imagery Decoding
Ke Liu, Mingzhao Yang, Zhuliang Yu, Guoyin Wang, Wei Wu · 2022 · IEEE Transactions on Biomedical Engineering
Cites data paper 115 citations
- Deep Learning in EEG-Based BCIs: A Comprehensive Review of Transformer Models, Advantages, Challenges, and Applications
Berdakh Abibullaev, Aigerim Keutayeva, Amin Zollanvari · 2023 · IEEE Access
Cites data paper 115 citations
- Classification of pilots’ mental states using a multimodal deep learning network
Soo-Yeon Han, No-Sang Kwak, Taegeun Oh, Seong‐Whan Lee · 2019 · Journal of Applied Biomedicine
Cites data paper 114 citations
- Decoding Movement-Related Cortical Potentials Based on Subject-Dependent and Section-Wise Spectral Filtering
Ji-Hoon Jeong, No-Sang Kwak, Cuntai Guan, Seong–Whan Lee · 2020 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 114 citations
- IFNet: An Interactive Frequency Convolutional Neural Network for Enhancing Motor Imagery Decoding From EEG
Jiaheng Wang, Lin Yao, Yueming Wang · 2023 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 112 citations
- Multi-Scale Neural Network for EEG Representation Learning in BCI
Wonjun Ko, Eunjin Jeon, Seungwoo Jeong, Heung‐Il Suk · 2021 · IEEE Computational Intelligence Magazine
Cites data paper 110 citations
- NeuroGrasp: Real-Time EEG Classification of High-Level Motor Imagery Tasks Using a Dual-Stage Deep Learning Framework
Jeong-Hyun Cho, Ji-Hoon Jeong, Seong-Whan Lee · 2021 · IEEE Transactions on Cybernetics
Cites data paper 106 citations
- Classification of motor imagery EEG using deep learning increases performance in inefficient BCI users
Navneet Tibrewal, Nikki Leeuwis, Maryam Alimardani · 2022 · PLoS ONE
Cites data paper 103 citations
- Classification of Drowsiness Levels Based on a Deep Spatio-Temporal Convolutional Bidirectional LSTM Network Using Electroencephalography Signals
Ji-Hoon Jeong, Baek-Woon Yu, Dae-Hyeok Lee, Seong–Whan Lee · 2019 · Brain Sciences
Cites data paper 101 citations
- Towards an EEG-based Intuitive BCI Communication System Using Imagined Speech and Visual Imagery
Seo‐Hyun Lee, Minji Lee, Ji-Hoon Jeong, Seong–Whan Lee · 2019 · n/a
Cites data paper 98 citations
- Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX
Xia Chen, Xiangbin Teng, Han Chen, Yafeng Pan, Philipp Geyer · 2023 · Biomedical Signal Processing and Control
Cites data paper 95 citations
- Tensor-CSPNet: A Novel Geometric Deep Learning Framework for Motor Imagery Classification
Ce Ju, Cuntai Guan · 2022 · IEEE Transactions on Neural Networks and Learning Systems
Cites data paper 90 citations
- Toward EEG-Based BCI Applications for Industry 4.0: Challenges and Possible Applications
Khalida Douibi, Solène Le Bars, Alice Lemontey, Lipsa Nag, Rodrigo Balp, Gabrièle Bréda · 2021 · Frontiers in Human Neuroscience
Cites data paper 84 citations
- A shallow mirror transformer for subject-independent motor imagery BCI
Jing Luo, Yaojie Wang, Shuxiang Xia, Na Lu, Xiaoyong Ren, Zhenghao Shi, Xinhong Hei · 2023 · Computers in Biology and Medicine
Cites data paper 81 citations
- A large EEG dataset for studying cross-session variability in motor imagery brain-computer interface
Jun Ma, Banghua Yang, Wenzheng Qiu, Yunzhe Li, Shouwei Gao, Xinxing Xia · 2022 · Scientific Data
Cites data paper 81 citations
- Multimodal signal dataset for 11 intuitive movement tasks from single upper extremity during multiple recording sessions
Ji-Hoon Jeong, Jeong-Hyun Cho, Kyung-Hwan Shim, Byoung-Hee Kwon, Byeong-Hoo Lee, Do-Yeun Lee, Dae-Hyeok Lee, Seong–Whan Lee · 2020 · GigaScience
Cites data paper 77 citations
- ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain–Computer Interface
Tao Wei, Ze Wang, Chi Man Wong, Ziyu Jia, Chang Li, Xun Chen, C. L. Philip Chen, Feng Wan · 2023 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 77 citations
- EEGSym: Overcoming Inter-Subject Variability in Motor Imagery Based BCIs With Deep Learning
Sergio Pérez-Velasco, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Diego Marcos-Martínez, Roberto Hornero · 2022 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 76 citations
- A Temporal Dependency Learning CNN With Attention Mechanism for MI-EEG Decoding
Xinzhi Ma, Weihai Chen, Zhongcai Pei, Jingmeng Liu, Bin Huang, Jianer Chen · 2023 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 76 citations
- EEG-Transformer: Self-attention from Transformer Architecture for Decoding EEG of Imagined Speech
Young-Eun Lee, Seo‐Hyun Lee · 2022 · n/a
Cites data paper 76 citations
- Filter Bank Convolutional Neural Network for Short Time-Window Steady-State Visual Evoked Potential Classification
Wenlong Ding, Jianhua Shan, Bin Fang, Chengyin Wang, Fuchun Sun, Xinyue Li · 2021 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 69 citations
- EEG Dataset for RSVP and P300 Speller Brain-Computer Interfaces
Kyungho Won, Moonyoung Kwon, Minkyu Ahn, Sung Chan Jun · 2022 · Scientific Data
Cites data paper 62 citations
- Decoding Imagined Speech Based on Deep Metric Learning for Intuitive BCI Communication
Dong-Yeon Lee, Minji Lee, Seong–Whan Lee · 2021 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 62 citations
- Functional Connectivity Analysis in Motor-Imagery Brain Computer Interfaces
Nikki Leeuwis, Sue Yoon, Maryam Alimardani · 2021 · Frontiers in Human Neuroscience
Cites data paper 59 citations
- A Multi-Domain Convolutional Neural Network for EEG-Based Motor Imagery Decoding
Hongyi Zhi, Zhuliang Yu, Tianyou Yu, Zhenghui Gu, Jian Yang · 2023 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 57 citations
- Discrepancy between inter- and intra-subject variability in EEG-based motor imagery brain-computer interface: Evidence from multiple perspectives
Gan Huang, Zhiheng Zhao, Shaorong Zhang, Zhenxing Hu, Jiaming Fan, Meisong Fu, Jiale Chen, Yaqiong Xiao, Jun Wang, Dan Guo · 2023 · Frontiers in Neuroscience
Cites data paper 57 citations
- An EEG motor imagery dataset for brain computer interface in acute stroke patients
Haijie Liu, Penghu Wei, Haochong Wang, Xiaodong Lv, Wei Duan, Meijie Li, Yan Zhao, Qingmei Wang, Xinyuan Chen, Gaige Shi, Bo Han, Junwei Hao · 2024 · Scientific Data
Cites data paper 56 citations
- An Open Dataset for Wearable SSVEP-Based Brain-Computer Interfaces
Fangkun Zhu, Lu Jiang, Guoya Dong, Xiaorong Gao, Yijun Wang · 2021 · Sensors
Cites data paper 55 citations
- Predicting Motor Imagery Performance From Resting-State EEG Using Dynamic Causal Modeling
Minji Lee, Jae-Geun Yoon, Seong-Whan Lee · 2020 · Frontiers in Human Neuroscience
Cites data paper 54 citations
- <i>WeDea:</i> A New EEG-Based Framework for Emotion Recognition
Sun-Hee Kim, Hyung-Jeong Yang, Ngoc Anh Thi Nguyen, Sunil Kumar Prabhakar, Seong-Whan Lee · 2021 · IEEE Journal of Biomedical and Health Informatics
Cites data paper 52 citations
- Effects of Virtual Reality Cognitive Training on Neuroplasticity: A Quasi-Randomized Clinical Trial in Patients with Stroke
Antonio Gangemi, Rosaria De Luca, Rosa Angela Fabio, Paola Lauria, Carmela Rifici, Patrizia Pollicino, Angela Marra, Antonella Olivo, Angelo Quartarone, Rocco Salvatore Calabrò · 2023 · Biomedicines
Cites data paper 51 citations
- A Spectrally-Dense Encoding Method for Designing a High-Speed SSVEP-BCI With 120 Stimuli
Xiaogang Chen, Bingchuan Liu, Yijun Wang, Xiaorong Gao · 2022 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 50 citations
- Similarity-constrained task-related component analysis for enhancing SSVEP detection
Qiang Sun, Minyou Chen, Li Zhang, Changsheng Li, Wenfa Kang · 2021 · Journal of Neural Engineering
Cites data paper 50 citations
- An Analysis of Deep Learning Models in SSVEP-Based BCI: A Survey
Dongcen Xu, Fengzhen Tang, Yiping Li, Qifeng Zhang, Xisheng Feng · 2023 · Brain Sciences
Cites data paper 48 citations
- MSVTNet: Multi-Scale Vision Transformer Neural Network for EEG-Based Motor Imagery Decoding
Ke Liu, Tao Yang, Zhuliang Yu, Weibo Yi, Hong Yu, Guoyin Wang, Wei Wu · 2024 · IEEE Journal of Biomedical and Health Informatics
Cites data paper 48 citations
- Vividness of Visual Imagery and Personality Impact Motor-Imagery Brain Computer Interfaces
Nikki Leeuwis, Alissa Paas, Maryam Alimardani · 2021 · Frontiers in Human Neuroscience
Cites data paper 47 citations
- Towards Voice Reconstruction from EEG during Imagined Speech
Young-Eun Lee, Seo‐Hyun Lee, Sangho Kim, Seong–Whan Lee · 2023 · Proceedings of the AAAI Conference on Artificial Intelligence
Cites data paper 47 citations
- Transformers in biosignal analysis: A review
Ayman Anwar, Yassin Khalifa, James L. Coyle, Ervin Sejdić · 2024 · Information Fusion
Cites data paper 46 citations
- REVE: A Foundation Model for EEG - Adapting to Any Setup with Large-Scale Pretraining on 25,000 Subjects
Yassine El Ouahidi, Jonathan Lys, Philipp Thölke, Nicolas Farrugia, B. Pasdeloup, Vincent Gripon, Karim Jerbi, Giulia Lioi · 2025 · ArXiv
Cites data paper 46 citations
- MDTL: A Novel and Model-Agnostic Transfer Learning Strategy for Cross-Subject Motor Imagery BCI
Ang Li, Zhenyu Wang, Xi Zhao, Tianheng Xu, Ting Zhou, Honglin Hu · 2023 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 43 citations
- Subject inefficiency phenomenon of motor imagery brain-computer interface: Influence factors and potential solutions
Rui Zhang, Fali Li, Tao Zhang, Dezhong Yao, Peng Xu · 2020 · Brain Science Advances
Cites data paper 43 citations
- Spectral Analysis of EEG Signals for Automatic Imagined Speech Recognition
Ashwin Kamble, Pradnya Ghare, Vinay Kumar, Ashwin Kothari, Avinash G. Keskar · 2023 · IEEE Transactions on Instrumentation and Measurement
Cites data paper 43 citations
- 2020 International brain–computer interface competition: A review
Ji-Hoon Jeong, Jeong-Hyun Cho, Young-Eun Lee, Seo‐Hyun Lee, Seo-Hyun Lee, Gi-Hwan Shin, Young-Seok Kweon, José del R. Millán, Klaus‐Robert Müller, Seong-Whan Lee, Seong-Whan Lee · 2022 · Frontiers in Human Neuroscience
Cites data paper 43 citations
- A hybrid steady-state visual evoked response-based brain-computer interface with MEG and EEG
Xiang Li, Jingjing Chen, Nanlin Shi, Chen Yang, Puze Gao, Xiaogang Chen, Yijun Wang, Shangkai Gao, Xiaorong Gao · 2023 · Expert Systems with Applications
Cites data paper 42 citations
- Deep learning in motor imagery EEG signal decoding: A Systematic Review
Aurora Saibene, Hafez Ghaemi, Eda Dağdevır · 2024 · Neurocomputing
Cites data paper 42 citations
- Comparative analysis of spectral and temporal combinations in CSP-based methods for decoding hand motor imagery tasks
Cristian Felipe Blanco-Díaz, Javier M. Antelis, Andrés F. Ruíz-Olaya · 2022 · Journal of Neuroscience Methods
Cites data paper 41 citations
- A Benchmark Dataset for RSVP-Based Brain–Computer Interfaces
Shangen Zhang, Yijun Wang, Lijian Zhang, Xiaorong Gao · 2020 · Frontiers in Neuroscience
Cites data paper 41 citations
- Subject-independent meta-learning framework towards optimal training of EEG-based classifiers
H.W. Ng, Cuntai Guan · 2024 · Neural Networks
Cites data paper 37 citations
- Multi-scale convolutional transformer network for motor imagery brain-computer interface
Wei Zhao, Baocan Zhang, Haifeng Zhou, Dezhi Wei, Chenxi Huang, Quan Lan · 2025 · Scientific Reports
Cites data paper 36 citations
- Improving Motor Imagery-Based Brain-Computer Interface Performance Based on Sensory Stimulation Training: An Approach Focused on Poorly Performing Users
Sangin Park, Jihyeon Ha, Da‐Hye Kim, Laehyun Kim · 2021 · Frontiers in Neuroscience
Cites data paper 36 citations
- GITGAN: Generative inter-subject transfer for EEG motor imagery analysis
Kang Yin, Elissa Yanting Lim, Seong–Whan Lee · 2023 · Pattern Recognition
Cites data paper 35 citations
- Session Invariant EEG Signatures using Elicitation Protocol Fusion and Convolutional Neural Network
Essam Debie, Nour Moustafa, Athanasios V. Vasilakos · 2021 · IEEE Transactions on Dependable and Secure Computing
Cites data paper 35 citations
- Artificial Intelligence Algorithms in Visual Evoked Potential-Based Brain-Computer Interfaces for Motor Rehabilitation Applications: Systematic Review and Future Directions
Josefina Gutiérrez-Martínez, Jorge A. Mercado-Gutiérrez, Blanca E. Carvajal-Gámez, Jorge L. Rosas‐Trigueros, Adrian E. Contreras-Martinez · 2021 · Frontiers in Human Neuroscience
Cites data paper 35 citations
- EEG Representation in Deep Convolutional Neural Networks for Classification of Motor Imagery
Neethu Robinson, Seong–Whan Lee, Cuntai Guan · 2019 · n/a
Cites data paper 34 citations
- Filter bank sinc-convolutional network with channel self-attention for high performance motor imagery decoding
Jiaming Chen, Dan Wang, Weibo Yi, Meng Xu, Xiyue Tan · 2023 · Journal of Neural Engineering
Cites data paper 33 citations
- EEG motor imagery classification using deep learning approaches in naïve BCI users
Cristian David Guerrero-Méndez, Cristian Felipe Blanco-Díaz, Andrés F. Ruíz-Olaya, Alberto López-Delis, Sebastián Jaramillo-Isaza, Rafhael M. Andrade, Alberto F. De Souza, Denis Delisle-Rodríguez, Anselmo Frizera, Teodiano Bastos-Filho · 2023 · Biomedical Physics & Engineering Express
Cites data paper 33 citations
- Adaptable and Robust EEG Bad Channel Detection Using Local Outlier Factor (LOF)
Velu Prabhakar Kumaravel, M. Buiatti, Eugenio Parise, Elisabetta Farella · 2022 · Sensors
Cites data paper 32 citations
- Toward Imagined Speech based Smart Communication System: Potential Applications on Metaverse Conditions
Seo‐Hyun Lee, Young-Eun Lee, Seong–Whan Lee · 2022 · n/a
Cites data paper 31 citations
- M3CV: A multi-subject, multi-session, and multi-task database for EEG-based biometrics challenge
Gan Huang, Zhenxing Hu, Weize Chen, Shaorong Zhang, Zhen Liang, Linling Li, Li Zhang, Zhiguo Zhang · 2022 · NeuroImage
Cites data paper 31 citations
- Multi-channel EEG signals classification via CNN and multi-head self-attention on evidence theory
Lang Zhang, Fuyuan Xiao, Zehong Cao · 2023 · Information Sciences
Cites data paper 31 citations
- A multi-day and multi-band dataset for a steady-state visual-evoked potential–based brain-computer interface
Ga-Young Choi, Chang Hee Han, Young–Jin Jung, Han-Jeong Hwang · 2019 · GigaScience
Cites data paper 31 citations
- Domain Generalization for Session-Independent Brain-Computer Interface
Dong‐Kyun Han, Ji-Hoon Jeong · 2021 · n/a
Cites data paper 30 citations
- EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification
Xiao-Cong Zhong, Qisong Wang, Dan Liu, Zhihuang Chen, Jing-Xiao Liao, Jinwei Sun, Yudong Zhang, Fenglei Fan · 2024 · IEEE Journal of Biomedical and Health Informatics
Cites data paper 30 citations
- Deep Comparisons of Neural Networks from the EEGNet Family
Csaba Márton Köllőd, András Adolf, Kristóf Iván, Gergely Márton, István Ulbert · 2023 · Electronics
Cites data paper 30 citations
- A Real-Time Movement Artifact Removal Method for Ambulatory Brain-Computer Interfaces
Young-Eun Lee, No-Sang Kwak, Seong–Whan Lee · 2020 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 30 citations
- Multi-branch spatial-temporal-spectral convolutional neural networks for multi-task motor imagery EEG classification
Zikun Cai, Tian-jian Luo, Xuan Cao · 2024 · Biomedical Signal Processing and Control
Cites data paper 29 citations
- A Multi-Source Transfer Joint Matching Method for Inter-Subject Motor Imagery Decoding
Fulin Wei, Xueyuan Xu, Tianyuan Jia, Daoqiang Zhang, Xia Wu · 2023 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 29 citations
- Mobile BCI dataset of scalp- and ear-EEGs with ERP and SSVEP paradigms while standing, walking, and running
Young-Eun Lee, Gi-Hwan Shin, Minji Lee, Seong–Whan Lee · 2021 · Scientific Data
Cites data paper 28 citations
- An open dataset for human SSVEPs in the frequency range of 1-60 Hz
Meng Gu, Weihua Pei, Xiaorong Gao, Yijun Wang · 2024 · Scientific Data
Cites data paper 28 citations
- Hierarchical Transformer for Motor Imagery-Based Brain Computer Interface
Permana Deny, S.H.Cheon Cheon, Hayoung Son, Kae Won Choi · 2023 · IEEE Journal of Biomedical and Health Informatics
Cites data paper 28 citations
- A hybrid P300-SSVEP brain-computer interface speller with a frequency enhanced row and column paradigm
Xin Bai, Minglun Li, Shouliang Qi, Anna Ching Mei Ng, Tit Ng, Wei Qian · 2023 · Frontiers in Neuroscience
Cites data paper 28 citations
- SASDL and RBATQ: Sparse Autoencoder With Swarm Based Deep Learning and Reinforcement Based Q-Learning for EEG Classification
Sunil Kumar Prabhakar, Seong–Whan Lee · 2022 · IEEE Open Journal of Engineering in Medicine and Biology
Cites data paper 28 citations
- Relevance-based channel selection in motor imagery brain–computer interface
Aarthy Nagarajan, Neethu Robinson, Cuntai Guan · 2022 · Journal of Neural Engineering
Cites data paper 27 citations
- Effects of the concentration level, eye fatigue and coffee consumption on the performance of a BCI system based on visual ERP-P300
Cristian Felipe Blanco-Díaz, Cristian David Guerrero-Méndez, Teodiano Bastos-Filho, Sebastián Jaramillo-Isaza, Andrés F. Ruíz-Olaya · 2022 · Journal of Neuroscience Methods
Cites data paper 27 citations
- Decoding EEG rhythms offline and online during motor imagery for standing and sitting based on a brain-computer interface
Nayid Triana-Guzman, Álvaro D. Orjuela-Cañón, Andrés L. Jutinico, Omar Mendoza-Montoya, Javier M. Antelis · 2022 · Frontiers in Neuroinformatics
Cites data paper 27 citations
- Current Trends, Challenges, and Future Research Directions of Hybrid and Deep Learning Techniques for Motor Imagery Brain–Computer Interface
Emmanouil Lionakis, Konstantinos Κarampidis, Giorgos Papadourakis · 2023 · Multimodal Technologies and Interaction
Cites data paper 26 citations
- A novel deep transfer learning framework integrating general and domain-specific features for EEG-based brain–computer interface
Zilin Liang, Zheng Zheng, Weihai Chen, Zhongcai Pei, Jianhua Wang, Jianer Chen · 2024 · Biomedical Signal Processing and Control
Cites data paper 26 citations
- A Novel Hybrid Brain-Computer Interface Combining Motor Imagery and Intermodulation Steady-State Visual Evoked Potential
Xinyi Chi, Chunxiao Wan, Chunyan Wang, Yong Zhang, Xiaogang Chen, Hongyan Cui · 2022 · IEEE Transactions on Neural Systems and Rehabilitation Engineering
Cites data paper 26 citations
- User Biometric Identification Methodology via EEG-Based Motor Imagery Signals
SuJin Bak, Jichai Jeong · 2023 · IEEE Access
Cites data paper 25 citations
- A BCI based Smart Home System Combined with Event-related Potentials and Speech Imagery Task
Hyeong-Jin Kim, Min-Ho Lee, Minji Lee · 2020 · n/a
Cites data paper 25 citations
- MARS: Multiagent Reinforcement Learning for Spatial—Spectral and Temporal Feature Selection in EEG-Based BCI
Dong-Hee Shin, Young-Han Son, Jun-Mo Kim, Hee-Jun Ahn, Jun‐Ho Seo, Chang-Hoon Ji, Ji-Wung Han, Byung-Jun Lee, Dong-Ok Won, Tae‐Eui Kam · 2024 · IEEE Transactions on Systems Man and Cybernetics Systems
Cites data paper 25 citations
- Robust decoding for MI-EEG: a hybrid transformer network using multi-perspective collaborative attention and dynamic hyperbolic tangent
Mei Wang, Zhibo Gong, Y Q Li, Yuancheng Li, Yu Zheng · 2026 · Cognitive Neurodynamics
Cites data paper
- Faculty Opinions recommendation of EEG dataset and OpenBMI toolbox for three BCI paradigms: an investigation into BCI illiteracy.
Klaus‐Robert Müller · 2019 · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature
Cites data paper