A novel method based on realistic head model for EEG denoising. - Peng Xu 001; Dezhong Yao 001 (Comput. Methods Programs Biomed., 2006)

Two dictionaries matching pursuit for sparse decomposition of signals. - Peng Xu 001; Dezhong Yao 001 (Signal Process., 2006)

A study on medical image registration by mutual information with pyramid data structure. - Peng Xu 001; Dezhong Yao 001 (Comput. Biol. Medicine, 2007)

Development and evaluation of the sparse decomposition method with mixed over-complete dictionary for evoked potential estimation. - Peng Xu 001; Dezhong Yao 001 (Comput. Biol. Medicine, 2007)

Lp Norm Iterative Sparse Solution for EEG Source Localization. - Peng Xu 001; Yin Tian; Huafu Chen; Dezhong Yao 001 (IEEE Trans. Biomed. Eng., 2007)

Random Subwindows for Robust Peak Recognition in Intracranial Pressure Signals. - Fabien Scalzo; Peng Xu 001; Marvin Bergsneider; Xiao Hu 002 (ISVC (1), 2008)

Time Series Mining Approach for Noninvasive Intracranial Pressure Assessment: An Investigation of Different Regularization Techniques. - Shaozhi Wu; Peng Xu 001; Shadnaz Asgari; Marvin Bergsneider; Xiao Hu 002 (CSIE (5), 2009)

Gaussian source model based iterative algorithm for EEG source imaging. - Xu Lei 001; Peng Xu 001; Antao Chen; Dezhong Yao 001 (Comput. Biol. Medicine, 2009)

Regression analysis for peak designation in pulsatile pressure signals. - Fabien Scalzo; Peng Xu 001; Shadnaz Asgari; Marvin Bergsneider; Xiao Hu 002 (Medical Biol. Eng. Comput., 2009)

Morphological Clustering and Analysis of Continuous Intracranial Pressure. - Xiao Hu 002; Peng Xu 001; Fabien Scalzo; Paul M. Vespa; Marvin Bergsneider (IEEE Trans. Biomed. Eng., 2009)

A data mining framework for time series estimation. - Xiao Hu 002; Peng Xu 001; Shaozhi Wu; Shadnaz Asgari; Marvin Bergsneider (J. Biomed. Informatics, 2010)

A parallel framework for simultaneous EEG/fMRI analysis: Methodology and simulation. - Xu Lei 001; Chuan Qiu; Peng Xu 001; Dezhong Yao 001 (NeuroImage, 2010)

Neuroelectric source imaging using 3SCO: A space coding algorithm based on particle swarm optimization and l0 norm constraint. - Peng Xu 001; Yin Tian; Xu Lei 001; Dezhong Yao 001 (NeuroImage, 2010)

Forecasting ICP Elevation Based on Prescient Changes of Intracranial Pressure Waveform Morphology. - Xiao Hu 002; Peng Xu 001; Shadnaz Asgari; Paul M. Vespa; Marvin Bergsneider (IEEE Trans. Biomed. Eng., 2010)

Improved noninvasive intracranial pressure assessment with nonlinear kernel regression. - Peng Xu 001; Magdalena Kasprowicz; Marvin Bergsneider; Xiao Hu 002 (IEEE Trans. Inf. Technol. Biomed., 2010)

SSVEP Responses Reveal the Efficiency of Functional Brain Network Entrained by the Flickering Stimulus. - Yangsong Zhang; Peng Xu 001; Dezhong Yao 001 (ICONS, 2013)

Improved wavelet entropy calculation with window functions and its preliminary application to study intracranial pressure. - Peng Xu 001; Xiao Hu 002; Dezhong Yao 001 (Comput. Biol. Medicine, 2013)

Local Temporal Correlation Common Spatial Patterns for Single Trial EEG Classification during Motor Imagery. - Rui Zhang 018; Peng Xu 001; Tiejun Liu; Yangsong Zhang; Lanjin Guo; Peiyang Li; Dezhong Yao 001 (Comput. Math. Methods Medicine, 2013)

Robust removal of ocular artifacts by combining Independent Component Analysis and system identification. - Zhenyu Wang 003; Peng Xu 001; Tiejun Liu; Yin Tian; Xu Lei 001; Dezhong Yao 001 (Biomed. Signal Process. Control., 2014)

Using particle swarm to select frequency band and time interval for feature extraction of EEG based BCI. - Peng Xu 001; Tiejun Liu; Rui Zhang 018; Yangsong Zhang; Dezhong Yao 001 (Biomed. Signal Process. Control., 2014)

An Efficient Frequency Recognition Method Based on Likelihood Ratio Test for SSVEP-Based BCI. - Yangsong Zhang; Li Dong 003; Rui Zhang 018; Dezhong Yao 001; Yu Zhang 009; Peng Xu 001 (Comput. Math. Methods Medicine, 2014)

Simultaneous EEG-fMRI: Trial level spatio-temporal fusion for hierarchically reliable information discovery. - Li Dong 003; Diankun Gong; Pedro A. Valdés-Sosa; Yang Xia; Cheng Luo; Peng Xu 001; Dezhong Yao 001 (NeuroImage, 2014)

Bidirectional Control of Absence Seizures by the Basal Ganglia: A Computational Evidence. - Mingming Chen; Daqing Guo; Tiebin Wang; Wei Jing; Yang Xia; Peng Xu 001; Cheng Luo; Pedro A. Valdés-Sosa; Dezhong Yao 001 (PLoS Comput. Biol., 2014)

Differentiating Between Psychogenic Nonepileptic Seizures and Epilepsy Based on Common Spatial Pattern of Weighted EEG Resting Networks. - Peng Xu 001; Xiuchun Xiong; Qing Xue; Peiyang Li; Rui Zhang 018; Zhenyu Wang 003; Pedro A. Valdés-Sosa; Yuping Wang; Dezhong Yao 001 (IEEE Trans. Biomed. Eng., 2014)

A speller system for locked-in patient to communicate with friends. - Rui Zhang 018; Yanping Yang; Junbo Wang; Teng Ma; Xulin Lv; Peng Xu 001 (CCECE, 2015)

Lp norm spectral regression for feature extraction in outlier conditions. - Weiwei Zhou; Peiyang Li; Xurui Wang; Fali Li; Huan Liu; Rui Zhang 018; Teng Ma; Tiejun Liu; Daqing Guo; Dezhong Yao 001; Peng Xu 001 (DSP, 2015)

Enhanced Z-LDA for Small Sample Size Training in Brain-Computer Interface Systems. - Dongrui Gao; Rui Zhang 018; Tiejun Liu; Fali Li; Teng Ma; Xulin Lv; Peiyang Li; Dezhong Yao 001; Peng Xu 001 (Comput. Math. Methods Medicine, 2015)

Characterizing nonlinear relationships in functional imaging data using eigenspace maximal information canonical correlation analysis (emiCCA). - Li Dong 003; Yangsong Zhang; Rui Zhang 018; Xingxing Zhang; Diankun Gong; Pedro A. Valdés-Sosa; Peng Xu 001; Cheng Luo; Dezhong Yao 001 (NeuroImage, 2015)

Critical Roles of the Direct GABAergic Pallido-cortical Pathway in Controlling Absence Seizures. - Mingming Chen; Daqing Guo; Min Li 027; Tao Ma; Shengdun Wu; Jingling Ma; Yan Cui 004; Yang Xia; Peng Xu 001; Dezhong Yao 001 (PLoS Comput. Biol., 2015)

An Adaptive Motion-Onset VEP-Based Brain-Computer Interface. - Rui Zhang 018; Peng Xu 001; Rui Chen; Teng Ma; Xulin Lv; Fali Li; Peiyang Li; Tiejun Liu; Dezhong Yao 001 (IEEE Trans. Auton. Ment. Dev., 2015)

Structural and functional correlates of motor imagery BCI performance: Insights from the patterns of fronto-parietal attention network. - Tao Zhang 017; Tiejun Liu; Fali Li; Mengchen Li; Dongbo Liu; Rui Zhang 018; Hui He; Peiyang Li; Jinnan Gong; Cheng Luo; Dezhong Yao 001; Peng Xu 001 (NeuroImage, 2016)

Performance evaluation of Noise-Assisted Multivariate Empirical Mode Decomposition and its application to multichannel EMG signals. - Yi Zhang 042; Steven W. Su; Peng Xu 001; Dezhong Yao 001 (EMBC, 2017)

Time-Varying Networks of Inter-Ictal Discharging Reveal Epileptogenic Zone. - Luyan Zhang; Yi Liang; Fali Li; Hongbin Sun; Wenjing Peng; Peishan Du; Yajing Si; Limeng Song; Liang Yu; Peng Xu 001 (Frontiers Comput. Neurosci., 2017)

The extension of multivariate synchronization index method for SSVEP-based BCI. - Yangsong Zhang; Daqing Guo; Dezhong Yao 001; Peng Xu 001 (Neurocomputing, 2017)

Congestive Heart Failure Detection Via Short-Time Electrocardiographic Monitoring For Fast Reference Advice In Urgent Medical Conditions. - Yi Zhang 042; Qin Yang; Winnie Pang; Ahmadreza Argha; Peng Xu 001; Steven W. Su; Dezhong Yao 001 (EMBC, 2018)

The Construction of Large-Scale Cortical Networks for P300 From Scalp EEG. - Fali Li; Chanlin Yi; Yuanling Jiang; Yuanyuan Liao; Yajing Si; Dezhong Yao 001; Yangsong Zhang; Peng Xu 001 (IEEE Access, 2018)

The Time-Varying Network Patterns in Motor Imagery Revealed by Adaptive Directed Transfer Function Analysis for fMRI. - Tao Zhang 017; Mengchen Li; Li Zhang 041; Bharat B. Biswal; Dezhong Yao 001; Peng Xu 001 (IEEE Access, 2018)

An Adaptive Calibration Framework for mVEP-Based Brain-Computer Interface. - Teng Ma; Fali Li; Peiyang Li; Dezhong Yao 001; Yangsong Zhang; Peng Xu 001 (Comput. Math. Methods Medicine, 2018)

Periodic Visual Stimulation Induces Resting-State Brain Network Reconfiguration. - Daqing Guo; Fengru Guo; Yangsong Zhang; Fali Li; Yang Xia; Peng Xu 001; Dezhong Yao 001 (Frontiers Comput. Neurosci., 2018)

Top-Down Disconnectivity in Schizophrenia During P300 Tasks. - Fali Li; Jiuju Wang; Yuanling Jiang; Yajing Si; Wenjing Peng; Limeng Song; Yi Jiang; Yangsong Zhang; Wentian Dong; Dezhong Yao 001; Peng Xu 001 (Frontiers Comput. Neurosci., 2018)

Emotion Recognition with the Feature extracted from brain Networks. - Cunbo Li; Peiyang Li; Lin Jiang 004; Xuyang Zhu; Yajing Si; Ying Zeng; Dezhong Yao 001; Peng Xu 001 (CIVEMSA, 2019)

The Different Patterns of Reward Magnitude: A Scalp EEG Research. - Qin Tao; Yajing Si; Fali Li; Keyi Duan; Yuanling Jiang; Yuanyuan Liao; Dezhong Yao 001; Peng Xu 001 (CIVEMSA, 2019)

Identification of Neuromuscular Causal Relationship Between Brain and Muscles in Limb Movement by Using Ensemble Empirical Mode Decomposition based Causal Decomposition. - Yi Zhang 042; Yi Tie; Yingxue Wang; Xiabing Zhang; Yan Cui 004; Jianmin Hao; Xiaofeng Wu 001; Steven W. Su; Peng Xu 001; Dezhong Yao 001 (EMBC, 2019)

Sparse Autoregressive Modeling via the Least Absolute LP-Norm Penalized Solution. - Joyce Chelangat Bore; Walid Mohammed Ahmed Ayedh; Peiyang Li; Dezhong Yao 001; Peng Xu 001 (IEEE Access, 2019)

Fusing Canonical Coefficients for Frequency Recognition in SSVEP-Based BCI. - Tiejun Liu; Yangsong Zhang; Lu Wang; Jianfu Li; Peng Xu 001; Dezhong Yao 001 (IEEE Access, 2019)

Separated channel convolutional neural network to realize the training free motor imagery BCI systems. - Xuyang Zhu; Peiyang Li; Cunbo Li; Dezhong Yao 001; Rui Zhang 018; Peng Xu 001 (Biomed. Signal Process. Control., 2019)

Measuring the Non-linear Directed Information Flow in Schizophrenia by Multivariate Transfer Entropy. - Dennis Joe Harmah; Cunbo Li; Fali Li; Yuanyuan Liao; Jiuju Wang; Walid Mohammed Ahmed Ayedh; Joyce Chelangat Bore; Dezhong Yao 001; Wentian Dong; Peng Xu 001 (Frontiers Comput. Neurosci., 2019)

Transcranial Magnetic Stimulation to the Middle Frontal Gyrus During Attention Modes Induced Dynamic Module Reconfiguration in Brain Networks. - Penghui Song; Hua Lin; Chunyan Liu; Yuanling Jiang; Yicong Lin; Qing Xue; Peng Xu 001; Yuping Wang (Frontiers Neuroinformatics, 2019)

The Dynamic Brain Networks of Motor Imagery: Time-Varying Causality Analysis of Scalp EEG. - Fali Li; Wenjing Peng; Yuanling Jiang; Limeng Song; Yuanyuan Liao; Chanlin Yi; Luyan Zhang; Yajing Si; Tao Zhang 017; Fei Wang; Rui Zhang 018; Yin Tian; et al. (Int. J. Neural Syst., 2019)

Heterogeneity of synaptic input connectivity regulates spike-based neuronal avalanches. - Shengdun Wu; Yangsong Zhang; Yan Cui 004; Heng Li; Jiakang Wang; Lijun Guo; Yang Xia; Dezhong Yao 001; Peng Xu 001; Daqing Guo (Neural Networks, 2019)

Hierarchical feature fusion framework for frequency recognition in SSVEP-based BCIs. - Yangsong Zhang; Erwei Yin; Fali Li; Yu Zhang 009; Daqing Guo; Dezhong Yao 001; Peng Xu 001 (Neural Networks, 2019)

Sparse EEG Source Localization Using LAPPS: Least Absolute l-P (0<p<1) Penalized Solution. - Joyce Chelangat Bore; Chanlin Yi; Peiyang Li; Fali Li; Dennis Joe Harmah; Yajing Si; Daqing Guo; Dezhong Yao 001; Feng Wan; Peng Xu 001 (IEEE Trans. Biomed. Eng., 2019)

EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations. - Peiyang Li; Huan Liu; Yajing Si; Cunbo Li; Fali Li; Xuyang Zhu; Xiaoye Huang; Ying Zeng; Dezhong Yao 001; Yangsong Zhang; Peng Xu 001 (IEEE Trans. Biomed. Eng., 2019)

IEEE Access Special Section Editorial: Neural Engineering Informatics. - Zehong Cao; Peng Xu 001; Zhiguo Zhang 001; Gang Wang 005; Samu Taulu; Leandro Beltrachini (IEEE Access, 2020)

Robust brain causality network construction based on Bayesian multivariate autoregression. - Peiyang Li; Xiaoye Huang; Xuyang Zhu; Cunbo Li; Huan Liu; Weiwei Zhou; Joyce Chelangat Bore; Tao Zhang 017; Yangsong Zhang; Dezhong Yao 001; Peng Xu 001 (Biomed. Signal Process. Control., 2020)

Separated Channel Attention Convolutional Neural Network (SC-CNN-Attention) to Identify ADHD in Multi-Site Rs-fMRI Dataset. - Tao Zhang 017; Cunbo Li; Peiyang Li; Yueheng Peng; Xiaodong Kang; Chenyang Jiang; Fali Li; Xuyang Zhu; Dezhong Yao 001; Bharat B. Biswal; Peng Xu 001 (Entropy, 2020)

Inter-subject P300 variability relates to the efficiency of brain networks reconfigured from resting- to task-state: Evidence from a simultaneous event-related EEG-fMRI study. - Fali Li; Qin Tao; Wenjing Peng; Tao Zhang 017; Yajing Si; Yangsong Zhang; Chanlin Yi; Bharat B. Biswal; Dezhong Yao 001; Peng Xu 001 (NeuroImage, 2020)

Predicting individual decision-making responses based on single-trial EEG. - Yajing Si; Fali Li; Keyi Duan; Qin Tao; Cunbo Li; Zehong Cao; Yangsong Zhang; Bharat B. Biswal; Peiyang Li; Dezhong Yao 001; Peng Xu 001 (NeuroImage, 2020)

Directed EEG neural network analysis by LAPPS (p≤1) Penalized sparse Granger approach. - Joyce Chelangat Bore; Peiyang Li; Dennis Joe Harmah; Fali Li; Dezhong Yao 001; Peng Xu 001 (Neural Networks, 2020)

Constructing large-scale cortical brain networks from scalp EEG with Bayesian nonnegative matrix factorization. - Chanlin Yi; Chunli Chen; Yajing Si; Fali Li; Tao Zhang 017; Yuanyuan Liao; Yuanling Jiang; Dezhong Yao 001; Peng Xu 001 (Neural Networks, 2020)

Temporal Flexibility of Spatial and Frequency Embedded Network Predicts Individual Learning Ability Variation in Neurofeedback Training. - Shun Liu; Chi Man Wong; Peng Xu 001; Yong Hu 003; Feng Wan (CIVEMSA, 2021)

Noise-assisted Multivariate Empirical Mode Decomposition based Causal Decomposition for Detecting Upper Limb Movement in EEG-EMG Hybrid Brain Computer Interface. - Yi Zhang 042; Lifu Zhang; Guan Wang; Wenyi Lyu; Yu Ran; Steven W. Su; Peng Xu 001; Dezhong Yao 001 (EMBC, 2021)

Decision-Feedback Stages Revealed by Hidden Markov Modeling of EEG. - Qin Tao; Yajing Si; Fali Li; Peiyang Li; Yuqin Li; Shu Zhang 001; Feng Wan; Dezhong Yao 001; Peng Xu 001 (Int. J. Neural Syst., 2021)

An end-to-end 3D convolutional neural network for decoding attentive mental state. - Yangsong Zhang; Huan Cai; Li Nie; Peng Xu 001; Sirui Zhao; Cuntai Guan (Neural Networks, 2021)

Reconfiguration of Brain Network Between Resting State and P300 Task. - Fali Li; Chanlin Yi; Yuanyuan Liao; Yuanling Jiang; Yajing Si; Limeng Song; Tao Zhang 017; Dezhong Yao 001; Yangsong Zhang; Zehong Cao; Peng Xu 001 (IEEE Trans. Cogn. Dev. Syst., 2021)

The Growing From Adolescence to Adulthood Influences the Decision Strategy to Unfair Situations. - Yajing Si; Fali Li; Fang Li; Jingwei Tu; Chanlin Yi; Qin Tao; Xiabing Zhang; Changfu Pei; Shan Gao; Dezhong Yao 001; Peng Xu 001 (IEEE Trans. Cogn. Dev. Syst., 2021)

Constructing EEG Large-Scale Cortical Functional Network Connectivity Based on Brain Atlas by S Estimator. - Chanlin Yi; Chunli Chen; Lin Jiang 004; Qin Tao; Fali Li; Yajing Si; Tao Zhang 017; Dezhong Yao 001; Peng Xu 001 (IEEE Trans. Cogn. Dev. Syst., 2021)

How Alpha Rhythm Spatiotemporally Acts Upon the Thalamus-Default Mode Circuit in Idiopathic Generalized Epilepsy. - Yun Qin; Nan Zhang; Yan Chen; Yue Tan; Li Dong 003; Peng Xu 001; Daqing Guo; Tao Zhang 017; Dezhong Yao 001; Cheng Luo (IEEE Trans. Biomed. Eng., 2021)

EEG-Based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and Their Applications. - Xiaotong Gu; Zehong Cao; Alireza Jolfaei; Peng Xu 001; Dongrui Wu; Tzyy-Ping Jung; Chin-Teng Lin (IEEE ACM Trans. Comput. Biol. Bioinform., 2021)

A Long Short-Term Memory Network for Sparse Spatiotemporal EEG Source Imaging. - Joyce Chelangat Bore; Peiyang Li; Lin Jiang 004; Walid Mohammed Ahmed Ayedh; Chunli Chen; Dennis Joe Harmah; Dezhong Yao 001; Zehong Cao; Peng Xu 001 (IEEE Trans. Medical Imaging, 2021)

Matlab Open Source Code: Noise-Assisted Multivariate Empirical Mode Decomposition Based Causal Decomposition for Causality Inference of Bivariate Time Series. - Yi Zhang 042; Guan Wang; Ziwen Li; Mingjun Xie; Branko G. Celler; Steven W. Su; Peng Xu 001; Dezhong Yao 001 (Frontiers Neuroinformatics, 2022)

The Task-Dependent Modular Covariance Networks Unveiled by Multiple-Way Fusion-Based Analysis. - Lin Jiang 004; Fali Li; Baodan Chen; Chanlin Yi; Yueheng Peng; Tao Zhang 017; Dezhong Yao 001; Peng Xu 001 (Int. J. Neural Syst., 2022)

Learning Curve of a Short-Time Neurofeedback Training: Reflection of Brain Network Dynamics Based on Phase-Locking Value. - Ze Wang 001; Chi Man Wong; Wenya Nan; Qi Tang; Agostinho C. Rosa; Peng Xu 001; Feng Wan (IEEE Trans. Cogn. Dev. Syst., 2022)

A Novel Method for Constructing EEG Large-Scale Cortical Dynamical Functional Network Connectivity (dFNC): WTCS. - Chanlin Yi; Ruwei Yao; Liuyi Song; Lin Jiang 004; Yajing Si; Peiyang Li; Fali Li; Dezhong Yao 001; Yu Zhang 009; Peng Xu 001 (IEEE Trans. Cybern., 2022)

Multimodal collaborative BCI system based on the improved CSP feature extraction algorithm. - Cunbo Li; Ning Li 030; Yuan Qiu 010; Yueheng Peng; Yifeng Wang; Lili Deng; Teng Ma; Fali Li; Dezhong Yao 001; Peng Xu 001 (Virtual Real. Intell. Hardw., 2022)

A Wearable Master-Slave Rehabilitation Robot Based on an Epidermal Array Electrode Sleeve and Multichannel Electromyography Network. - Xiabing Zhang; Xiaoyi Mo; Cunbo Li; Fali Li; Jing Jin; Ping Xie; Guang Yao; Yuan Lin; Dezhong Yao 001; Peng Xu 001 (Adv. Intell. Syst., 2023)

Information transmission velocity-based dynamic hierarchical brain networks. - Lin Jiang 004; Fali Li; Zhaojin Chen; Bin Zhu; Chanlin Yi; Yuqin Li; Tao Zhang 017; Yueheng Peng; Yajing Si; Zehong Cao; Antao Chen; Dezhong Yao 001; et al. (NeuroImage, 2023)

A transformer-based deep neural network model for SSVEP classification. - Jianbo Chen; Yangsong Zhang; Yudong Pan; Peng Xu 001; Cuntai Guan (Neural Networks, 2023)

The correlation between upper body grip strength and resting-state EEG network. - Xiabing Zhang; Bin Lu; Chunli Chen; Lei Yang; Wanjun Chen; Dezhong Yao 001; Jingming Hou; Jing Qiu; Fali Li; Peng Xu 001 (Medical Biol. Eng. Comput., 2023)

Within and between electrophysiology networks for EEG and EMG under different thumb forces. - Xiabing Zhang; Bin Lu; Zihan Weng; Yifeng Wang; Jingming Hou; Jing Qiu; Dezhong Yao 001; Fali Li; Peng Xu 001 (Biomed. Signal Process. Control., 2023)

A Novel End-to-End Framework to Image Cortical Networks from EEG. - Wanjun Chen; Junpu Wang; Chanlin Yi; Fali Li; Peng Xu 001 (CIVEMSA, 2024)

MindLDM: Reconstruct Visual Stimuli from fMRI Using Latent Diffusion Model. - Junhao Guo; Chanlin Yi; Fali Li; Peng Xu 001; Yin Tian (CIVEMSA, 2024)

Heterogeneity characterization of psychiatric diseases based on common orthogonal basis extraction. - Guangying Wang; Lin Jiang 004; Shilai Zhang; Dezhong Yao 001; Peng Xu 001; Fali Li (CIVEMSA, 2024)

A Hybrid CNN-Transformer Approach for Continuous Fine Finger Motion Decoding from sEMG Signals. - Zihan Weng; Xiabing Zhang; Yufeng Mou; Chanlin Yi; Fali Li; Pouya Bashivan; Peng Xu 001 (CIVEMSA, 2024)

Dynamic causal modeling of P300 processing in schizophrenia. - Shilai Zhang; Lin Jiang 004; Guangying Wang; Dezhong Yao 001; Peng Xu 001; Fali Li (CIVEMSA, 2024)

A Novel Robust Sparse Granger Causality Inference Method and Its Application in MI EEG. - Pengcheng Zhu; Cunbo Li; Peiyang Li; Fali Li; Dezhong Yao 001; Peng Xu 001 (CIVEMSA, 2024)

Hand Gesture recognition using convolutional neural network and attention mechanism. - Yang Xiao; Peng Xu 001; Chanlin Yi; Yangsong Zhang; Yin Tian (SSIP, 2024)

DuA: Dual Attentive Transformer in Long-Term Continuous EEG Emotion Analysis. - Yue Pan; Qile Liu; Qing Liu; Li Zhang 041; Gan Huang; Xin Chen; Fali Li; Peng Xu 001; Zhen Liang (CoRR, 2024)

Relationship Between Decision Making and Resting-State EEG in Adolescents With Different Emotional Stabilities. - Yajing Si; Lin Jiang 004; Peiyang Li; Baodan Chen; Feng Wan; Jing Yu; Dezhong Yao 001; Fali Li; Peng Xu 001 (IEEE Trans. Cogn. Dev. Syst., 2024)

Multimodal Covariance Network Reflects Individual Cognitive Flexibility. - Lin Jiang 004; Simon B. Eickhoff; Sarah Genon; Guangying Wang; Chanlin Yi; Runyang He; Xunan Huang; Dezhong Yao 001; Debo Dong; Fali Li; Peng Xu 001 (Int. J. Neural Syst., 2024)

Effective Emotion Recognition by Learning Discriminative Graph Topologies in EEG Brain Networks. - Cunbo Li; Peiyang Li; Yangsong Zhang; Ning Li 030; Yajing Si; Fali Li; Zehong Cao; Huafu Chen; Badong Chen; Dezhong Yao 001; Peng Xu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Abnormal trial-to-trial variability in P300 time-varying directed eeg network of schizophrenia. - Chanlin Yi; Fali Li; Jiuju Wang; Yuqin Li; Jiamin Zhang; Wanjun Chen; Lin Jiang 004; Dezhong Yao 001; Peng Xu 001; Baoming He; Wentian Dong (Medical Biol. Eng. Comput., 2024)

Granger Causal Inference Based on Dual Laplacian Distribution and Its Application to MI-BCI Classification. - Peiyang Li; Xiaohui Gao; Cunbo Li; Chanlin Yi; Weijie Huang; Yajing Si; Fali Li; Zehong Cao; Yin Tian; Peng Xu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Brain Network Manifold Learned by Cognition-Inspired Graph Embedding Model for Emotion Recognition. - Cunbo Li; Peiyang Li; Zhaojin Chen; Lei Yang; Fali Li; Feng Wan; Zehong Cao; Dezhong Yao 001; Bao-Liang Lu; Peng Xu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Robust Supervised Graph Embedding Method For EEG-Based Brain Network Emotion Recognition. - Pengcheng Zhu; Cunbo Li; Peiyang Li; Fali Li; Dezhong Yao 001; Peng Xu 001 (ICASSP, 2025)

Resting-state EEG network variability predicts individual working memory behavior. - Chunli Chen; Shiyun Xu; Jixuan Zhou; Chanlin Yi; Liang Yu; Dezhong Yao 001; Yangsong Zhang; Fali Li; Peng Xu 001 (NeuroImage, 2025)

Hierarchical feature extraction on functional brain networks for autism spectrum disorder identification with resting-state fMRI data. - Yiqian Luo; Qiurong Chen; Fali Li; Liang Yi; Peng Xu 001; Yangsong Zhang (Neural Networks, 2025)

Real-time fine finger motion decoding for transradial amputees with surface electromyography. - Zihan Weng; Yang Xiao; Peiyang Li; Chanlin Yi; Pouya Bashivan; Hailin Ma; Guang Yao; Yuan Lin; Fali Li; Dezhong Yao 001; Jingming Hou; Yangsong Zhang; et al. (Neural Networks, 2025)

Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-Based Emotion Recognition. - Weishan Ye; Z. G. Zhang 001; Fei Teng 005; Min Zhang 005; Jianhong Wang; Dong Ni 001; Fali Li; Peng Xu 001; Zhen Liang (IEEE Trans. Affect. Comput., 2025)

An Efficient Graph Learning System for Emotion Recognition Inspired by the Cognitive Prior Graph of EEG Brain Network. - Cunbo Li; Tian Tang; Yue Pan; Lei Yang; Shuhan Zhang; Zhaojin Chen; Peiyang Li; Dongrui Gao; Huafu Chen; Fali Li; Dezhong Yao 001; Zehong Cao; et al. (IEEE Trans. Neural Networks Learn. Syst., 2025)