Classification of Direction perception EEG Based on PCA-SVM. - Jing Jin 001; Xingyu Wang 004; Bei Wang 003 (ICNC (2), 2007)

Automatic determination of sleep stage through bio-neurological signals contaminated with artifacts by a conditional probability of the knowledge base. - Bei Wang 003; Xingyu Wang 004; Junzhong Zou; Fusae Kawana; Masatoshi Nakamura (Artif. Life Robotics, 2008)

Bipolar EEG Analysis Based on Cross Spectrum: Focal Detection of Slowing Wave for Automatic EEG Interpretation. - Bei Wang 003; Takenao Sugi; Xingyu Wang 004; Akio Ikeda; Takashi Nagamine; Hiroshi Shibasaki; Masatoshi Nakamura (BMEI, 2009)

Automatic Interpretation of Dominant Rhythm in Awake Electroencephalogram Based on Coherence and Phase Analysis for Bipolar Derivation. - Xiu Zhang; Xingyu Wang 004; Takashi Nagamine; Takenao Sugi; Hiroshi Shibasaki; Akio Ikeda; Masatoshi Nakamura (BMEI, 2009)

Automatic Reference Selection for Quantitative EEG Component Interpretation: Cross Spectrum Analysis Based on Bipolar EEG. - Bei Wang 003; Xingyu Wang 004; Akio Ikeda; Takashi Nagamine; Hiroshi Shibasaki; Takenao Sugi; Masatoshi Nakamura (AICI (2), 2010)

A comparison of three electrode channels selection methods applied to SSVEP BCI. - Lijing Meng; Jing Jin 001; Xingyu Wang 004 (BMEI, 2011)

MPA EEG model-based vigilance level estimation by artificial neural network. - Jiesen Wang; Bei Wang 003; Xingyu Wang 004; Masatoshi Nakamura (BMEI, 2011)

Feature extraction of vigilance level based on Heart Rate Variability of Electrocardiogram. - Shanshan Yu; Bei Wang 003; Yujue Wang; Xingyu Wang 004 (BMEI, 2011)

A Novel Combination of Time Phase and EEG Frequency Components for SSVEP-Based BCI. - Jing Jin 001; Yu Zhang 009; Xingyu Wang 004 (ICONIP (1), 2011)

Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs. - Yu Zhang 009; Guoxu Zhou; Qibin Zhao; Akinari Onishi; Jing Jin 001; Xingyu Wang 004; Andrzej Cichocki (ICONIP (1), 2011)

Automatic detection of the topographical distribution of EEG rhythms based on an iterative adjustment of the averaged reference potential. - Bei Wang 003; Xingyu Wang 004; Akio Ikeda; Takashi Nagamine; Hiroshi Shibasaki; Masatoshi Nakamura (Artif. Life Robotics, 2011)

Optimized stimulus presentation patterns for an event-related potential EEG-based brain-computer interface. - Jing Jin 001; Brendan Z. Allison; Eric W. Sellers; Clemens Brunner 001; Petar Horki; Xingyu Wang 004; Christa Neuper (Medical Biol. Eng. Comput., 2011)

Automatic interpretation of hyperventilation-induced electroencephalogram constructed in the way of qualified electroencephalographer's visual inspection. - Xiu Zhang; Xingyu Wang 004; Takenao Sugi; Akio Ikeda; Takashi Nagamine; Hiroshi Shibasaki; Masatoshi Nakamura (Medical Biol. Eng. Comput., 2011)

An Automatic Spike Detection System Based on Elimination of False Positives Using the Large-Area Context in the Scalp EEG. - Zhanfeng Ji; Takenao Sugi; Satoru Goto; Xingyu Wang 004; Akio Ikeda; Takashi Nagamine; Hiroshi Shibasaki; Masatoshi Nakamura (IEEE Trans. Biomed. Eng., 2011)

Regularized CSP with Fisher's criterion to improve classification of single-trial ERPs for BCI. - Yu Zhang 009; Qibin Zhao; Guoxu Zhou; Xingyu Wang 004; Andrzej Cichocki (FSKD, 2012)

Assessment of human operator functional state using a novel differential evolution optimization based adaptive fuzzy model. - Raofen Wang; Jianhua Zhang; Yu Zhang 009; Xingyu Wang 004 (Biomed. Signal Process. Control., 2012)

LASSO based stimulus frequency recognition model for SSVEP BCIs. - Yu Zhang 009; Jing Jin 001; Xiangyun Qing; Bei Wang 003; Xingyu Wang 004 (Biomed. Signal Process. Control., 2012)

Targeting an efficient target-to-target interval for P300 speller brain-computer interfaces. - Jing Jin 001; Eric W. Sellers; Xingyu Wang 004 (Medical Biol. Eng. Comput., 2012)

Automatic estimation of sleep level for nap based on conditional probability of sleep stages and an exponential smoothing method. - Bei Wang 003; Xingyu Wang 004; Tao Zhang 006; Masatoshi Nakamura (EMBC, 2013)

An ERP-Based BCI using an oddball Paradigm with Different Faces and Reduced errors in Critical Functions. - Jing Jin 001; Brendan Z. Allison; Yu Zhang 009; Xingyu Wang 004; Andrzej Cichocki (Int. J. Neural Syst., 2014)

Frequency Recognition in SSVEP-Based BCI using Multiset Canonical Correlation Analysis. - Yu Zhang 009; Guoxu Zhou; Jing Jin 001; Xingyu Wang 004; Andrzej Cichocki (Int. J. Neural Syst., 2014)

Aggregation of Sparse Linear Discriminant analyses for Event-Related potential Classification in Brain-Computer Interface. - Yu Zhang 009; Guoxu Zhou; Jing Jin 001; Qibin Zhao; Xingyu Wang 004; Andrzej Cichocki (Int. J. Neural Syst., 2014)

Design of a visual information-based brain-computer interface control system. - Huiping Hu; Jing Jin 001; Yu Zhang 009; Xingyu Wang 004 (ICNC, 2015)

A P300 Brain-Computer Interface Based on a Modification of the Mismatch Negativity Paradigm. - Jing Jin 001; Eric W. Sellers; Sijie Zhou; Yu Zhang 009; Xingyu Wang 004; Andrzej Cichocki (Int. J. Neural Syst., 2015)

Exploring (C)overt attention for multi-objective gaze-independent BCIs, visual angle not exceeding 1 degree. - Sijie Zhou; Long Chen; Yu Zhang 009; Jing Jin 001; Xingyu Wang 004 (CCIS, 2016)

An Online Gaze-Independent BCI System Used Dummy Face with Eyes Only Region as Stimulus. - Long Chen; Brendan Z. Allison; Yu Zhang 009; Xingyu Wang 004; Jing Jin 001 (HCI (13), 2016)

Removal of EEG artifacts for BCI applications using fully Bayesian tensor completion. - Yu Zhang 009; Qibin Zhao; Guoxu Zhou; Jing Jin 001; Xingyu Wang 004; Andrzej Cichocki (ICASSP, 2016)

Comparisons of three BCIs which do not rely on the visual modality. - Zhaoyang Qiu; Jing Jin 001; Yu Zhang 009; Hongyan Sun; Xingyu Wang 004 (ICSAI, 2016)

Exploring motion visual-evoked potentials for multi-objective gaze-independent brain-computer interfaces. - Sijie Zhou; Long Chen; Jing Jin 001; Yu Zhang 009; Xingyu Wang 004 (ICSAI, 2016)

Optimized motor imagery paradigm based on imagining Chinese characters writing movement. - Zhaoyang Qiu; Brendan Z. Allison; Jing Jin 001; Yu Zhang 009; Xingyu Wang 004; Wei Li 006; Andrzej Cichocki (CoRR, 2016)

Exploring Combinations of Different Color and Facial Expression Stimuli for Gaze-Independent BCIs. - Long Chen; Jing Jin 001; Ian Daly; Yu Zhang 009; Xingyu Wang 004; Andrzej Cichocki (Frontiers Comput. Neurosci., 2016)

Effects of Background Music on Objective and Subjective Performance Measures in an Auditory BCI. - Sijie Zhou; Brendan Z. Allison; Andrea Kübler; Andrzej Cichocki; Xingyu Wang 004; Jing Jin 001 (Frontiers Comput. Neurosci., 2016)

Improved SFFS method for channel selection in motor imagery based BCI. - Zhaoyang Qiu; Jing Jin 001; Hak-Keung Lam; Yu Zhang 009; Xingyu Wang 004; Andrzej Cichocki (Neurocomputing, 2016)

Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation. - Yu Zhang 009; Guoxu Zhou; Qibin Zhao; Andrzej Cichocki; Xingyu Wang 004 (Neurocomputing, 2016)

Sparse Bayesian Classification of EEG for Brain-Computer Interface. - Yu Zhang 009; Guoxu Zhou; Jing Jin 001; Qibin Zhao; Xingyu Wang 004; Andrzej Cichocki (IEEE Trans. Neural Networks Learn. Syst., 2016)

A pleasant auditory brain Computer Interface using Natural Environment sounds. - Minqiang Huang; Ian Daly; Xingyu Wang 004; Jing Jin 001 (GBCIC, 2017)

Differences in Motor Imagery Activity Between the Paretic and Non-paretic Hands in Stroke Patients Using an EEG BCI. - Zhaoyang Qiu; Shugeng Chen; Brendan Z. Allison; Jie Jia 002; Xingyu Wang 004; Jing Jin 001 (HCI (15), 2017)

An Improved Visual-Tactile P300 Brain Computer Interface. - Hongyan Sun; Jing Jin 001; Yu Zhang 009; Bei Wang 003; Xingyu Wang 004 (ICONIP (2), 2017)

A Comparison Between Two Motion-Onset Visual BCI Patterns: Diffusion vs Contraction. - Minqiang Huang; Hanhan Zhang; Jing Jin 001; Yu Zhang 009; Xingyu Wang 004 (ISNN (2), 2017)

Comparison of the BCI Performance between the Semitransparent Face Pattern and the Traditional Face Pattern. - Jiao Cheng; Jing Jin 001; Xingyu Wang 004 (Comput. Intell. Neurosci., 2017)

Continuous use of ERP-based BCIs with different visual angles in ALS patients. - Jing Jin 001; Brendan Z. Allison; Yu Zhang 009; Yan Chen; Sijie Zhou; Yi Dong; Xingyu Wang 004; Andrzej Cichocki (CoRR, 2017)

Sparse Bayesian Learning for Obtaining Sparsity of EEG Frequency Bands Based Feature Vectors in Motor Imagery Classification. - Yu Zhang 009; Yu Wang; Jing Jin 001; Xingyu Wang 004 (Int. J. Neural Syst., 2017)

Sparse Bayesian multiway canonical correlation analysis for EEG pattern recognition. - Yu Zhang 009; Guoxu Zhou; Jing Jin 001; Yangsong Zhang; Xingyu Wang 004; Andrzej Cichocki (Neurocomputing, 2017)

Drowsiness Detection by Bayesian-Copula Discriminant Classifier Based on EEG Signals During Daytime Short Nap. - Dong Qian; Bei Wang 003; Xiangyun Qing; Tao Zhang 006; Yu Zhang 009; Xingyu Wang 004; Masatoshi Nakamura (IEEE Trans. Biomed. Eng., 2017)

Deep Convolutional Network Method for Automatic Sleep Stage Classification Based on Neurophysiological Signals. - Yudong Sun; Bei Wang 003; Jing Jin 001; Xingyu Wang 004 (CISP-BMEI, 2018)

BCI-Based Strategies on Stroke Rehabilitation with Avatar and FES Feedback. - Zhaoyang Qiu; Shugeng Chen; Ian Daly; Jie Jia 002; Xingyu Wang 004; Jing Jin 001 (CoRR, 2018)

Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces. - Yu Zhang 009; Yu Wang; Guoxu Zhou; Jing Jin 001; Bei Wang 003; Xingyu Wang 004; Andrzej Cichocki (Expert Syst. Appl., 2018)

A Novel Multilayer Correlation Maximization Model for Improving CCA-Based Frequency Recognition in SSVEP Brain-Computer Interface. - Yong Jiao; Yu Zhang 009; Yu Wang; Bei Wang 003; Jing Jin 001; Xingyu Wang 004 (Int. J. Neural Syst., 2018)

Towards correlation-based time window selection method for motor imagery BCIs. - Jiankui Feng; Erwei Yin; Jing Jin 001; Rami Saab; Ian Daly; Xingyu Wang 004; Dewen Hu; Andrzej Cichocki (Neural Networks, 2018)

Automatic Sleep Stage Classification by a Density - Distance- Based K - means Clustering Algorithm with Amendments. - Ying Yu; Bei Wang 003; Jing Jin 001; Xingyu Wang 004 (CISP-BMEI, 2019)

Improved RCSP and AdaBoost-based classification for Motor-Imagery BCI. - Yangyang Miao; Feiyu Yin; Cili Zuo; Xingyu Wang 004; Jing Jin 001 (CIVEMSA, 2019)

An Optimized Channel Selection Method Based on Multifrequency CSP-Rank for Motor Imagery-Based BCI System. - Jiankui Feng; Jing Jin 001; Ian Daly; Jiale Zhou; Yugang Niu; Xingyu Wang 004; Andrzej Cichocki (Comput. Intell. Neurosci., 2019)

Investigation of Visual Stimulus With Various Colors and the Layout for the Oddball Paradigm in Evoked Related Potential-Based Brain-Computer Interface. - Miaoji Guo; Jing Jin 001; Yong Jiao; Xingyu Wang 004; Andrzej Cichocki (Frontiers Comput. Neurosci., 2019)

Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI. - Yu Zhang 009; Chang S. Nam; Guoxu Zhou; Jing Jin 001; Xingyu Wang 004; Andrzej Cichocki (IEEE Trans. Cybern., 2019)

Sparse Group Representation Model for Motor Imagery EEG Classification. - Yong Jiao; Yu Zhang 009; Xun Chen 001; Erwei Yin; Jing Jin 001; Xingyu Wang 004; Andrzej Cichocki (IEEE J. Biomed. Health Informatics, 2019)

Bayesian classifier with multivariate distribution based on D-vine copula model for awake/drowsiness interpretation during power nap. - Bei Wang 003; Yudong Sun; Tao Zhang 006; Takenao Sugi; Xingyu Wang 004 (Biomed. Signal Process. Control., 2020)

Effects of Visual Attention on Tactile P300 BCI. - Zongmei Chen; Jing Jin 001; Ian Daly; Cili Zuo; Xingyu Wang 004; Andrzej Cichocki (Comput. Intell. Neurosci., 2020)

Efficient representations of EEG signals for SSVEP frequency recognition based on deep multiset CCA. - Qianqian Liu; Yong Jiao; Yangyang Miao; Cili Zuo; Xingyu Wang 004; Andrzej Cichocki; Jing Jin 001 (Neurocomputing, 2020)

Developing a Novel Tactile P300 Brain-Computer Interface With a Cheeks-Stim Paradigm. - Jing Jin 001; Zongmei Chen; Ren Xu; Yangyang Miao; Xingyu Wang 004; Tzyy-Ping Jung (IEEE Trans. Biomed. Eng., 2020)

Optimization of Model Training Based on Iterative Minimum Covariance Determinant In Motor-Imagery BCI. - Jing Jin 001; Hua Fang; Ian Daly; Ruocheng Xiao; Yangyang Miao; Xingyu Wang 004; Andrzej Cichocki (Int. J. Neural Syst., 2021)

Internal Feature Selection Method of CSP Based on L1-Norm and Dempster-Shafer Theory. - Jing Jin 001; Ruocheng Xiao; Ian Daly; Yangyang Miao; Xingyu Wang 004; Andrzej Cichocki (IEEE Trans. Neural Networks Learn. Syst., 2021)

Efficient Spatial Filters Enhance SSVEP Target Recognition Based on Task-Related Component Analysis. - Zhiqiang Wang; Jing Jin 001; Ren Xu; Chang Liu 102; Xingyu Wang 004; Andrzej Cichocki (IEEE Trans. Cogn. Dev. Syst., 2022)

Feature Extraction Method Based on Filter Banks and Riemannian Tangent Space in Motor-Imagery BCI. - Hua Fang; Jing Jin 001; Ian Daly; Xingyu Wang 004 (IEEE J. Biomed. Health Informatics, 2022)

Robust Similarity Measurement Based on a Novel Time Filter for SSVEPs Detection. - Jing Jin 001; Zhiqiang Wang; Ren Xu; Chang Liu 102; Xingyu Wang 004; Andrzej Cichocki (IEEE Trans. Neural Networks Learn. Syst., 2023)

A Time-Local Transformation Steady-State Visual Evoked Potentials Recognition Framework Combined With Filter Banks. - Ke Qin; Ren Xu; Xinjie He; Yutao Zhang; Xingyu Wang 004; Andrzej Cichocki; Jing Jin 001 (IEEE Trans. Instrum. Meas., 2024)

MOCNN: A Multiscale Deep Convolutional Neural Network for ERP-Based Brain-Computer Interfaces. - Jing Jin 001; Ruitian Xu; Ian Daly; Xueqing Zhao; Xingyu Wang 004; Andrzej Cichocki (IEEE Trans. Cybern., 2024)

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 004; Andrzej Cichocki; Jing Jin 001 (IEEE Trans. Biomed. Eng., 2024)

Leveraging Spatiotemporal Estimation for Online Adaptive Steady-State Visual Evoked Potential Recognition. - Jing Jin 001; Xinjie He; Brendan Z. Allison; Ke Qin; Xingyu Wang 004; Andrzej Cichocki (IEEE Trans. Cogn. Dev. Syst., 2024)

SecNet: A second order neural network for MI-EEG. - Wei Liang; Brendan Z. Allison; Ren Xu; Xinjie He; Xingyu Wang 004; Andrzej Cichocki; Jing Jin 001 (Inf. Process. Manag., 2025)

Dual branch neural network with dynamic learning mechanism for P300-based brain-computer interfaces. - Shurui Li 001; Ren Xu; Xingyu Wang 004; Andrzej Cichocki; Jing Jin 001 (Neural Networks, 2025)

Multi-Scale Pyramid Squeeze Attention Similarity Optimization Classification Neural Network for ERP Detection. - Ruitian Xu; Brendan Z. Allison; Xueqing Zhao; Wei Liang; Xingyu Wang 004; Andrzej Cichocki; Jing Jin 001 (Neural Networks, 2025)

Multiscale Spatial-Temporal Feature Fusion Neural Network for Motor Imagery Brain-Computer Interfaces. - Jing Jin 001; Weijie Chen; Ren Xu; Wei Liang; Xiao Wu; Xinjie He; Xingyu Wang 004; Andrzej Cichocki (IEEE J. Biomed. Health Informatics, 2025)

Cross-Stimulus Transfer Learning Framework Using Common Period Repetition Components for Fast Calibration of SSVEP-Based BCIs. - Jing Jin 001; Xinjie He; Ren Xu; Ruiyu Zhao; Xin Long; Xingyu Wang 004; Andrzej Cichocki (IEEE Internet Things J., 2025)

Squeeze and Excitation-Based Multiscale CNN for Classification of Steady-State Visual Evoked Potentials. - Jing Jin 001; Xiao Wu; Ian Daly; Weijie Chen; Xinjie He; Xingyu Wang 004; Andrzej Cichocki (IEEE Internet Things J., 2025)

A Growing Bubble Speller Paradigm for Brain-Computer Interface Based on Event-Related Potentials. - Jing Jin 001; Xueqing Zhao; Ian Daly; Shurui Li 001; Xingyu Wang 004; Andrzej Cichocki; Tzyy-Ping Jung (IEEE Trans. Biomed. Eng., 2025)