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Liu2020 – BETA SSVEP benchmark dataset

nm000129 · 97 high-confidence citations

  1. Improving the Performance of Individually Calibrated SSVEP-BCI by Task- Discriminant Component Analysis

    Bingchuan Liu, Xiaogang Chen, Nanlin Shi, Yijun Wang, Shangkai Gao, Xiaorong Gao · 2021 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 200 citations

  2. 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

  3. A transformer-based deep neural network model for SSVEP classification

    Jianbo Chen, Yangsong Zhang, Yudong Pan, Peng Xu, Cuntai Guan · 2023 · Neural Networks

    Cites data paper 118 citations

  4. A novel training-free recognition method for SSVEP-based BCIs using dynamic window strategy

    Yonghao Chen, Chen Yang, Xiaogang Chen, Yijun Wang, Xiaorong Gao · 2020 · Journal of Neural Engineering

    Cites data paper 92 citations

  5. EEGformer: A transformer–based brain activity classification method using EEG signal

    Zhijiang Wan, Manyu Li, Shichang Liu, Jiajin Huang, Hai Tan, Wenfeng Duan · 2023 · Frontiers in Neuroscience

    Cites data paper 92 citations

  6. A Large Finer-grained Affective Computing EEG Dataset

    Jingjing Chen, Xiaobin Wang, Chen Huang, Xin Hu, Xinke Shen, Dan Zhang · 2023 · Scientific Data

    Cites data paper 78 citations

  7. Align and Pool for EEG Headset Domain Adaptation (ALPHA) to Facilitate Dry Electrode Based SSVEP-BCI

    Bingchuan Liu, Xiaogang Chen, Xiang Li, Yijun Wang, Xiaorong Gao, Shangkai Gao · 2021 · IEEE Transactions on Biomedical Engineering

    Cites data paper 69 citations

  8. Transferring Subject-Specific Knowledge Across Stimulus Frequencies in SSVEP-Based BCIs

    Chi Man Wong, Ze Wang, Agostinho Rosa, C. L. Philip Chen, Tzyy‐Ping Jung, Yong Hu, Feng Wan · 2021 · IEEE Transactions on Automation Science and Engineering

    Cites data paper 60 citations

  9. 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

  10. 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

  11. 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

  12. Data Augmentation of SSVEPs Using Source Aliasing Matrix Estimation for Brain–Computer Interfaces

    Ruixin Luo, Minpeng Xu, Xiaoyu Zhou, Xiaolin Xiao, Tzyy‐Ping Jung, Dong Ming · 2022 · IEEE Transactions on Biomedical Engineering

    Cites data paper 49 citations

  13. 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

  14. BCI Control of a Robotic Arm Based on SSVEP With Moving Stimuli for Reach and Grasp Tasks

    Jikun Ai, Jianjun Meng, Ximing Mai, Xiangyang Zhu · 2023 · IEEE Journal of Biomedical and Health Informatics

    Cites data paper 46 citations

  15. Transformers in biosignal analysis: A review

    Ayman Anwar, Yassin Khalifa, James L. Coyle, Ervin Sejdić · 2024 · Information Fusion

    Cites data paper 46 citations

  16. Online Adaptation Boosts SSVEP-Based BCI Performance

    Chi Man Wong, Ze Wang, Masaki Nakanishi, Boyu Wang, Agostinho Rosa, C. L. Philip Chen, Tzyy-Ping Jung, Feng Wan · 2021 · IEEE Transactions on Biomedical Engineering

    Cites data paper 44 citations

  17. 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

  18. Galea: A physiological sensing system for behavioral research in Virtual Environments

    Guillermo Bernal, Nelson Hidalgo, Conor Russomanno, Pattie Maes · 2022 · 2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)

    Cites data paper 42 citations

  19. TRCA-Net: using TRCA filters to boost the SSVEP classification with convolutional neural network

    Yang Deng, Qingyu Sun, Ce Wang, Yijun Wang, S. Kevin Zhou · 2023 · Journal of Neural Engineering

    Cites data paper 38 citations

  20. Stimulus-Stimulus Transfer Based on Time-Frequency-Joint Representation in SSVEP-Based BCIs

    Ze Wang, Chi Man Wong, Agostinho Rosa, Tao Qian, Tzyy‐Ping Jung, Feng Wan · 2022 · IEEE Transactions on Biomedical Engineering

    Cites data paper 38 citations

  21. A Generalized Zero-Shot Learning Scheme for SSVEP-Based BCI System

    Xietian Wang, Aiping Liu, Le Wu, Chang Li, Yü Liu, Xun Chen · 2023 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 37 citations

  22. 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

  23. A new grid stimulus with subtle flicker perception for user-friendly SSVEP-based BCIs

    Gege Ming, Hui Zhong, Weihua Pei, Xiaorong Gao, Yijun Wang · 2023 · Journal of Neural Engineering

    Cites data paper 32 citations

  24. A Novel Data Augmentation Approach Using Mask Encoding for Deep Learning-Based Asynchronous SSVEP-BCI

    Wenlong Ding, Aiping Liu, Ling Guan, Xun Chen · 2024 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 32 citations

  25. Novel Signal-to-Signal translation method based on StarGAN to generate artificial EEG for SSVEP-based brain-computer interfaces

    Jinuk Kwon, Chang‐Hwan Im · 2022 · Expert Systems with Applications

    Cites data paper 30 citations

  26. 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

  27. Transfer learning of an ensemble of DNNs for SSVEP BCI spellers without user-specific training

    Osman Berke Güney, Hüseyin Özkan · 2022 · Journal of Neural Engineering

    Cites data paper 28 citations

  28. A Canonical Correlation Analysis-Based Transfer Learning Framework for Enhancing the Performance of SSVEP-Based BCIs

    Qingguo Wei, Yixin Zhang, Yijun Wang, Xiaorong Gao · 2023 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 26 citations

  29. Compact Artificial Neural Network Based on Task Attention for Individual SSVEP Recognition With Less Calibration

    Ze Wang, Chi Man Wong, Boyu Wang, Zhao Feng, Fengyu Cong, Feng Wan · 2023 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 26 citations

  30. Small Data Least-Squares Transformation (sd-LST) for Fast Calibration of SSVEP-Based BCIs

    Rui Bian, Huanyu Wu, Bin Liu, Dongrui Wu · 2022 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 25 citations

  31. SSVEP-based brain-computer interfaces are vulnerable to square wave attacks

    Rui Bian, Lubin Meng, Dongrui Wu · 2022 · Science China Information Sciences

    Cites data paper 24 citations

  32. eldBETA: A Large Eldercare-oriented Benchmark Database of SSVEP-BCI for the Aging Population

    Bingchuan Liu, Yijun Wang, Xiaorong Gao, Xiaogang Chen · 2022 · Scientific Data

    Cites data paper 23 citations

  33. Representative-Based Cold Start for Adaptive SSVEP-BCI

    Nanlin Shi, Xiang Li, Bingchuan Liu, Chen Yang, Yijun Wang, Xiaorong Gao · 2023 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 20 citations

  34. Enhancing detection of SSVEP-based BCIs via a novel CCA-based method

    Xiaoyang Yuan, Qiang Sun, Li Zhang, Haozhe Wang · 2022 · Biomedical Signal Processing and Control

    Cites data paper 20 citations

  35. Convolutional Transformer-Based Cross Subject Model for SSVEP-Based BCI Classification

    Jiawei Liu, Ruimin Wang, Yuankui Yang, Yuan Zong, Yue Leng, Wenming Zheng, Sheng Ge · 2024 · IEEE Journal of Biomedical and Health Informatics

    Cites data paper 20 citations

  36. Employment of Domain Adaptation Techniques in SSVEP-Based Brain–Computer Interfaces

    Andrea Apicella, Pasquale Arpaïa, Egidio De Benedetto, Nicola Donato, Luigi Duraccio, Salvatore Giugliano, Roberto Prevete · 2023 · IEEE Access

    Cites data paper 19 citations

  37. A survey of deep learning-based classification methods for steady-state visual evoked potentials

    Yudong Pan, Jianbo Chen, Yangsong Zhang · 2023 · Brain-Apparatus Communication A Journal of Bacomics

    Cites data paper 17 citations

  38. Adaptive Window Method Based on FBCCA for Optimal SSVEP Recognition

    Taejun Lee, Seungkyu Nam, Dong Jin Hyun · 2022 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 17 citations

  39. Web Search via an Efficient and Effective Brain-Machine Interface

    Xuesong Chen, Ziyi Ye, Xiaohui Xie, Yiqun Liu, Xiaorong Gao, Weihang Su, Shuqi Zhu, Yike Sun, Min Zhang, Shaoping Ma · 2022 · Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining

    Cites data paper 17 citations

  40. SSVEP detection assessment by combining visual stimuli paradigms and no-training detection methods

    Juan David Chailloux Peguero, Luis Hernández, Omar Mendoza-Montoya, Ricardo Caraza, Javier M. Antelis · 2023 · Frontiers in Neuroscience

    Cites data paper 17 citations

  41. OS-SSVEP: One-shot SSVEP classification

    Yang Deng, Zhiwei Ji, Yijun Wang, S. Kevin Zhou · 2024 · Neural Networks

    Cites data paper 17 citations

  42. A Data Augmentation Method for Motor Imagery EEG Signals Based on DCGAN-GP Network

    Xiuli Du, Xiaohui Ding, Meiling Xi, Yana Lv, Shaoming Qiu, Qingli Liu · 2024 · Brain Sciences

    Cites data paper 16 citations

  43. GDNet-EEG: An attention-aware deep neural network based on group depth-wise convolution for SSVEP stimulation frequency recognition

    Zhijiang Wan, Wangxinjun Cheng, Manyu Li, Renping Zhu, Wenfeng Duan · 2023 · Frontiers in Neuroscience

    Cites data paper 15 citations

  44. MetaBCI: An open-source platform for brain–computer interfaces

    Jie Mei, Ruixin Luo, Lichao Xu, Wei Zhao, Shengfu Wen, Kun Wang, Xiaolin Xiao, Jiayuan Meng, Yongzhi Huang, Jiabei Tang, Longlong Cheng, Minpeng Xu, Dong Ming · 2023 · Computers in Biology and Medicine

    Cites data paper 15 citations

  45. Assembling global and local spatial-temporal filters to extract discriminant information of EEG in RSVP task

    Bowen Li, Shangen Zhang, Yijun Hu, Yanfei Lin, Xiaorong Gao · 2023 · Journal of Neural Engineering

    Cites data paper 15 citations

  46. Almost free of calibration for SSVEP-based brain-computer interfaces

    Ruixin Luo, Xiaolin Xiao, Enze Chen, Lin Meng, Tzyy‐Ping Jung, Minpeng Xu, Dong Ming · 2023 · Journal of Neural Engineering

    Cites data paper 15 citations

  47. Evaluation of Optimal Stimuli for SSVEP-Based Augmented Reality Brain-Computer Interfaces

    Syeda Zehra, Jing Mu, Brandon Victor Syiem, Anthony N. Burkitt, David B. Grayden · 2023 · IEEE Access

    Cites data paper 15 citations

  48. Short-length SSVEP data extension by a novel generative adversarial networks based framework

    Yudong Pan, Ning Li, Yangsong Zhang, Peng Xu, Dezhong Yao · 2024 · Cognitive Neurodynamics

    Cites data paper 14 citations

  49. Facilitating applications of SSVEP-BCI by effective Cross-Subject knowledge transfer

    Hui Li, Guanghua Xu, Chenghang Du, Zejin Li, Chengcheng Han, Peiyuan Tian, Baoyu Li, Sicong Zhang · 2024 · Expert Systems with Applications

    Cites data paper 14 citations

  50. Group ensemble learning enhances the accuracy and convenience of SSVEP-based BCIs via exploiting inter-subject information

    Changkai Tong, Huali Wang, Chen Yang, Xue Ni · 2021 · Biomedical Signal Processing and Control

    Cites data paper 13 citations

  51. A comparative study of stereo-dependent SSVEP targets and their impact on VR-BCI performance

    Haifeng Liu, Z. F. Wang, Ruxue Li, Xi Zhao, Tianheng Xu, Ting Zhou, Honglin Hu · 2024 · Frontiers in Neuroscience

    Cites data paper 13 citations

  52. Evaluation of an online SSVEP-BCI with fast system setup

    Xiaodong Li, Junlin Wang, Xiang Cao, Yong Huang, Wei Huang, Feng Wan, Michael To, Sheng Quan Xie · 2024 · Journal of Neurorestoratology

    Cites data paper 12 citations

  53. A Comparative Review of Detection Methods in SSVEP-Based Brain-Computer Interfaces

    Amin Besharat, Nasser Samadzadehaghdam, Reyhaneh Afghan · 2024 · IEEE Access

    Cites data paper 12 citations

  54. EEG Measurement for Suppression in Refractive Amblyopia and Push-Pull Perception Efficacy

    Yuzhen Chen, Wei Shi, Qiangmo Liu, Hang Chu, Xiaogang Chen, Yan Li, Jian Wu, Li Li, Xiaorong Gao · 2022 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 12 citations

  55. A Zero-Padding Frequency Domain Convolutional Neural Network for SSVEP Classification

    Dongrui Gao, Wenyin Zheng, Manqing Wang, Lutao Wang, Yi Xiao, Yongqing Zhang · 2022 · Frontiers in Human Neuroscience

    Cites data paper 12 citations

  56. Subject-specific CNN model with parameter-based transfer learning for SSVEP detection

    Zhouyu Ji, Tao Xu, Chuangquan Chen, Haojun Yin, Feng Wan, Hongtao Wang · 2024 · Biomedical Signal Processing and Control

    Cites data paper 12 citations

  57. An SSVEP-based BCI with LEDs visual stimuli using dynamic window CCA algorithm

    Chong Liu, Miao Duan, Zhihao Duan, Aizun Liu, Zhiguo Lü, Hong Wang · 2022 · Biomedical Signal Processing and Control

    Cites data paper 11 citations

  58. Multi-frequency steady-state visual evoked potential dataset

    Jing Mu, Shuo Liu, Anthony N. Burkitt, David B. Grayden · 2024 · Scientific Data

    Cites data paper 11 citations

  59. Cross Domain Correlation Maximization for Enhancing the Target Recognition of SSVEP-Based Brain–Computer Interfaces

    Wenli Lan, Ruimin Wang, Yikang He, Yuan Zong, Yue Leng, Keiji Iramina, Wenming Zheng, Sheng Ge · 2023 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 11 citations

  60. Canonical Correlation Analysis of Task Related Components as a noise-resistant method in Brain-Computer Interface Speller Systems based on Steady-State Visual Evoked Potential

    Elham Rostami, Farnaz Ghassemi, Zahra Tabanfar · 2021 · Biomedical Signal Processing and Control

    Cites data paper 10 citations

  61. Squeeze and Excitation-Based Multiscale CNN for Classification of Steady-State Visual Evoked Potentials

    Jing Jin, Xiao Wu, Ian Daly, Weijie Chen, Xinjie He, Xingyu Wang, Andrzej Cichocki · 2024 · IEEE Internet of Things Journal

    Cites data paper 10 citations

  62. A wearable group-synchronized EEG system for multi-subject brain–computer interfaces

    Yong Huang, Yuxiang Huan, Zhuo Zou, Weihua Pei, Xiaorong Gao, Yijun Wang, Li‐Rong Zheng · 2023 · Frontiers in Neuroscience

    Cites data paper 10 citations

  63. Improving Generalized Zero-Shot Learning SSVEP Classification Performance From Data-Efficient Perspective

    Xietian Wang, Aiping Liu, Le Wu, Ling Guan, Xun Chen · 2023 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 10 citations

  64. Novel hybrid visual stimuli incorporating periodic motions into conventional flickering or pattern-reversal visual stimuli for steady-state visual evoked potential-based brain-computer interfaces

    Jinuk Kwon, Jihun Hwang, Hyerin Nam, Chang‐Hwan Im · 2022 · Frontiers in Neuroinformatics

    Cites data paper 9 citations

  65. Dataset Evaluation Method and Application for Performance Testing of SSVEP-BCI Decoding Algorithm

    Liyan Liang, Qian Zhang, Jie Zhou, Wenyu Li, Xiaorong Gao · 2023 · Sensors

    Cites data paper 9 citations

  66. FBDNN: filter banks and deep neural networks for portable and fast brain-computer interfaces

    Pedro R. A. S. Bassi, Romis Attux · 2022 · Biomedical Physics & Engineering Express

    Cites data paper 9 citations

  67. Phase-Locked Time-Shift Data Augmentation Method for SSVEP Brain-Computer Interfaces

    Ximing Mai, Jikun Ai, Yuxuan Wei, Xiangyang Zhu, Jianjun Meng · 2023 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 9 citations

  68. Enhancing SSVEP-Based BCI Performance via Consensus Information Transfer Among Subjects

    Xinyi Zhang, Wei Wei, Shuang Qiu, Xujin Li, Yijun Wang, Huiguang He · 2024 · IEEE Transactions on Neural Networks and Learning Systems

    Cites data paper 9 citations

  69. Fixed template network and dynamic template network: novel network designs for decoding steady-state visual evoked potentials

    Xiaolin Xiao, Lichao Xu, Yue Jin, Baizhou Pan, Minpeng Xu, Dong Ming · 2022 · Journal of Neural Engineering

    Cites data paper 9 citations

  70. Task-oriented EEG denoising generative adversarial network for enhancing SSVEP-BCI performance

    Pu Zeng, Liangwei Fan, You Xin Luo, Hui Shen, Dewen Hu · 2024 · Journal of Neural Engineering

    Cites data paper 9 citations

  71. Enhancing the performance of SSVEP-based BCIs by combining task-related component analysis and deep neural network

    Qingguo Wei, Chang Li, Yijun Wang, Xiaorong Gao · 2025 · Scientific Reports

    Cites data paper 9 citations

  72. WalkingWizard—A Truly Wearable EEG Headset for Everyday Use

    Teck Lun Goh, Li-Shiuan Peh · 2024 · ACM Transactions on Computing for Healthcare

    Cites data paper 8 citations

  73. Enhancing Domain Diversity of Transfer Learning-Based SSVEP-BCIs by the Reconstruction of Channel Correlation

    Wenlong Ding, Aiping Liu, Chengjuan Xie, Kai Wang, Xun Chen · 2024 · IEEE Transactions on Biomedical Engineering

    Cites data paper 8 citations

  74. A L1 normalization enhanced dynamic window method for SSVEP-based BCIs

    Weizhi Zhou, Aiping Liu, Le Wu, Xun Chen · 2022 · Journal of Neuroscience Methods

    Cites data paper 8 citations

  75. A subjective and objective fusion visual fatigue assessment system for different hardware and software parameters in SSVEP-based BCI applications

    Peiyuan Tian, Guanghua Xu, Chengcheng Han, Chenghang Du, Hui Li, Ruiquan Chen, Jieren Xie, Jiahuan Wang, Hanli Jiang, Xiaobing Guo, Sicong Zhang, Qingqiang Wu · 2024 · Scientific Reports

    Cites data paper 8 citations

  76. Augmenting brain-computer interfaces with ART: An artifact removal transformer for reconstructing multichannel EEG signals

    Chun‐Hsiang Chuang, Kong-Yi Chang, Chih-Sheng Huang, Anne-Mei Bessas · 2025 · NeuroImage

    Cites data paper 8 citations

  77. Novel Sinusoidal Signal Assisted Multivariate Variational Mode Decomposition Combined With Task-Related Component Analysis for Enhancing SSVEP-Based BCI Performance

    Jinpeng Lyu, Yuankui Yang, Yuan Zong, Yue Leng, Wenming Zheng, Sheng Ge · 2024 · IEEE Journal of Biomedical and Health Informatics

    Cites data paper 7 citations

  78. Lightweight Privacy-Preserving Feature Extraction for EEG Signals Under Edge Computing

    Nazhao Yan, Hang Cheng, Ximeng Liu, Fei Chen, Meiqing Wang · 2023 · IEEE Internet of Things Journal

    Cites data paper 7 citations

  79. Information transfer rate in BCIs: Towards tightly integrated symbiosis

    Şuayb S. Arslan, Pawan Sinha · 2023 · Biomedical Signal Processing and Control

    Cites data paper 7 citations

  80. Feedback Related Potentials for EEG-Based Typing Systems

    Paula Gonzalez-Navarro, Basak Celik, Mohammad Moghadamfalahi, Murat Akçakaya, Melanie Fried‐Oken, Deniz Erdoğmuş · 2022 · Frontiers in Human Neuroscience

    Cites data paper 7 citations

  81. tACS facilitates flickering driving by boosting steady-state visual evoked potentials

    Bingchuan Liu, Xinyi Yan, Xiaogang Chen, Yijun Wang, Xiaorong Gao · 2021 · Journal of Neural Engineering

    Cites data paper 7 citations

  82. Research on steady-state visual evoked brain–computer interface based on moving stimuli

    Zhihao Duan, Chong Liu, Zhiguo Lü, Jie Chen, Yungong Li, Hong Wang · 2021 · Biomedical Signal Processing and Control

    Cites data paper 7 citations

  83. Cross-Stimulus Transfer Learning Framework Using Common Period Repetition Components for Fast Calibration of SSVEP-Based BCIs

    Jing Jin, Xinjie He, Ren Xu, Ruiyu Zhao, Xin Long, Xingyu Wang, Andrzej Cichocki · 2024 · IEEE Internet of Things Journal

    Cites data paper 7 citations

  84. Dual-Alpha: a large EEG study for dual-frequency SSVEP brain–computer interface

    Yike Sun, Liyan Liang, Yuhan Li, Xiaogang Chen, Xiaorong Gao · 2024 · GigaScience

    Cites data paper 7 citations

  85. Lightweight Source-Free Domain Adaptation Based on Adaptive Euclidean Alignment for Brain-Computer Interfaces

    Huiyang Wang, Hongfang Han, John Q. Gan, Haixian Wang · 2024 · IEEE Journal of Biomedical and Health Informatics

    Cites data paper 7 citations

  86. Leveraging Transfer Superposition Theory for Stable-State Visual Evoked Potential Cross-Subject Frequency Recognition

    Xinjie He, Brendan Z. Allison, Ke Qin, Wei Liang, Xingyu Wang, Andrzej Cichocki, Jing Jin · 2024 · IEEE Transactions on Biomedical Engineering

    Cites data paper 7 citations

  87. A deep learning model combining convolutional neural networks and a selective kernel mechanism for SSVEP-Based BCIs

    Shengwei Huang, Qingguo Wei · 2025 · Computers in biology and medicine

    Cites data paper 7 citations

  88. A reliability-enhanced Brain-Computer Interface via Mixture-of-Graphs-driven Information Fusion

    Bo Dai, Yijun Wang, Xinyu Mou, Xiaorong Gao · 2025 · Inf. Fusion

    Cites data paper 7 citations

  89. An Analysis of Traditional Methods and Deep Learning Methods in SSVEP-Based BCI: A Survey

    Jiaxuan Wu, Jingjing Wang · 2024 · Electronics

    Cites data paper 6 citations

  90. MTSNet: Convolution-Based Transformer Network With Multi-Scale Temporal-Spectral Feature Fusion for SSVEP Signal Decoding

    Zhen Lan, Zixing Li, Chao Yan, Xiaojia Xiang, Dengqing Tang, Min Wu, Zhenghua Chen · 2025 · IEEE Journal of Biomedical and Health Informatics

    Cites data paper 6 citations

  91. Multi-Stimulus Least-Squares Transformation With Online Adaptation Scheme to Reduce Calibration Effort for SSVEP-Based BCIs

    Dandan Li, Xuedong Wang, Mingliang Dou, Yao Zhao, Xiaohong Cui, Jie Xiang, Bin Wang · 2024 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 6 citations

  92. Frequency set selection for multi-frequency steady-state visual evoked potential-based brain-computer interfaces

    Jing Mu, David B. Grayden, Ying Tan, Denny Oetomo · 2022 · Frontiers in Neuroscience

    Cites data paper 6 citations

  93. A Least-Square Unified Framework for Spatial Filtering in SSVEP-Based BCIs

    Ze Wang, Lu Shen, Yi Yang, Yueqi Ma, Chi Man Wong, Zige Liu, Cuiyun Lin, Chi Tin Hon, Tao Qian, Feng Wan · 2024 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 6 citations

  94. A Personalized Compression Method for Steady-State Visual Evoked Potential EEG Signals

    Sitao Zhang, Kainan Ma, Yibo Yin, Binbin Ren, Ming Liu · 2022 · Information

    Cites data paper 6 citations

  95. Steady-State Visual Evoked Potential-Based Brain–Computer Interface System for Enhanced Human Activity Monitoring and Assessment

    Yuankun Chen, Xiyu Shi, Varuna De Silva, Safak Dogan · 2024 · Sensors (Basel, Switzerland)

    Cites data paper 6 citations

  96. A Dynamic Window Method Based on Reinforcement Learning for SSVEP Recognition

    Weizhi Zhou, Le Wu, Yikai Gao, Xun Chen · 2024 · IEEE Transactions on Neural Systems and Rehabilitation Engineering

    Cites data paper 5 citations

  97. Filter bank approach for enhancement of supervised Canonical Correlation Analysis methods for SSVEP-based BCI spellers

    Mario Corral Bolaños, Sheyla Barrado Ballestero, Sadasivan Puthusserypady · 2021 · 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)

    Cites data paper 5 citations

3 lower-confidence citations (not counted)
  1. Summary of over Fifty Years with Brain-Computer Interfaces—A Review

    Aleksandra Kawala‐Sterniuk, Natalia Browarska, Amir F. Al‐Bakri, Mariusz Pelc, Jarosław Zygarlicki, Michaela Šidiková, Radek Martínek, Edward Jacek Gorzelańczyk · 2021 · Brain Sciences

    Cites data paper 270 citations

  2. A Survey of Few-Shot Learning for Biomedical Time Series

    Chenqi Li, Timothy Denison, Tingting Zhu · 2024 · IEEE Reviews in Biomedical Engineering

    Cites data paper 16 citations

  3. Estimation of correlation matrices from limited time series data using machine learning

    Nikhil Easaw, Woo Seok Lee, Prashant Singh Lohiya, Sarika Jalan, Priodyuti Pradhan · 2023 · Journal of Computational Science

    Cites data paper 9 citations