Pattern Recognition Using Hybrid Optimization for a Robot Controlled by Human Thoughts. - Guozheng Yan; Banghua Yang; Shuo Chen; Rongguo Yan (CBMS, 2006)

Automated Feature Selection Based on an Adaptive Genetic Algorithm for Brain-Computer Interfaces. - Guozheng Yan; Ting Wu; Banghua Yang (SEAL, 2006)

Moving Target Detection and Labeling in Video Sequence Based on Spatial-Temporal Information Fusion. - Shiwei Ma; Zhongjie Liu; Banghua Yang; Jian Wang (LSMS (1), 2007)

Pattern Recognition for Brain-Computer Interfaces by Combining Support Vector Machine with Adaptive Genetic Algorithm. - Banghua Yang; Shiwei Ma; Zhihua Li (LSMS (2), 2007)

Subject-based feature extraction using fuzzy wavelet packet in brain-computer interfaces. - Banghua Yang; Guozheng Yan; Ting Wu; Rongguo Yan (Signal Process., 2007)

Recognition of Fire Detection Based on Neural Network. - Banghua Yang; Zheng Dong; Yonghuai Zhang; Xiaoming Zheng (LSMS/ICSEE (2), 2010)

Wavelet Packet-Based Feature Extraction for Brain-Computer Interfaces. - Banghua Yang; Li Liu; Peng Zan; Wenyu Lu (LSMS/ICSEE, 2010)

Research on the Biocompatibility of the Human Rectum and a Novel Artificial Anal Sphincter. - Peng Zan; Jinyi Zhang; Yong Shao; Banghua Yang (LSMS/ICSEE, 2010)

Classifying EEG Using Incremental Support Vector Machine in BCIs. - Xiaoming Zheng; Banghua Yang; Xiang Li; Peng Zan; Zheng Dong (LSMS/ICSEE, 2010)

An Excellent Guest Professor in Hasselt University. - Geert Wets; Elke Hermans; Davy Janssens; Koen Vanhoof; Edith Donders; Qiong Bao; Yongjun Shen; Banghua Yang (A Tribute to Prof. Dr. Da Ruan, 2013)

Professor Da Ruan in Shanghai University. - Banghua Yang; Minrui Fei (A Tribute to Prof. Dr. Da Ruan, 2013)

Fast removal of ocular artifacts from electroencephalogram signals using spatial constraint independent component analysis based recursive least squares in brain-computer interface. - Banghua Yang; Liang-fei He; Lin Lin; Qian Wang (Frontiers Inf. Technol. Electron. Eng., 2015)

Subject-based feature extraction by using fisher WPD-CSP in brain-computer interfaces. - Banghua Yang; Huarong Li; Qian Wang; Yunyuan Zhang (Comput. Methods Programs Biomed., 2016)

Removal of EOG artifacts from EEG using a cascade of sparse autoencoder and recursive least squares adaptive filter. - Banghua Yang; Kaiwen Duan; Tao Zhang (Neurocomputing, 2016)

Three class emotions recognition based on deep learning using staked autoencoder. - Banghua Yang; Xu Han; Jianzhen Tang (CISP-BMEI, 2017)

A Method of Ridge-NNG-Based Multivariate Fault Isolation in Presentence of Collinearity. - Yimin Guo; Jianguo Wang; Banghua Yang; Shiwei Ma; Minrui Fei; Yuan Yao 002; Tao Chen 009 (LSMS/ICSEE (2), 2017)

Multivariate Fault Isolation in Presence of Outliers Based on Robust Nonnegative Garrote. - Jianguo Wang; Zhifu Deng; Banghua Yang; Shiwei Ma; Minrui Fei; Yuan Yao 002; Tao Chen 009 (LSMS/ICSEE (2), 2017)

Adaptive KF-SVM Classification for Single Trial EEG in BCI. - Banghua Yang; Chengcheng Fan; Jie Jia 002; Shugeng Chen; Jianguo Wang (LSMS/ICSEE (1), 2017)

Removal of Electrooculogram Artifacts from Electroencephalogram Using Canonical Correlation Analysis with Ensemble Empirical Mode Decomposition. - Banghua Yang; Tao Zhang; Yunyuan Zhang; Wanquan Liu; Jianguo Wang; Kaiwen Duan (Cogn. Comput., 2017)

Motor Imagery EEG Recognition Based on FBCSP and PCA. - Banghua Yang; Jianzhen Tang; Cuntai Guan; Bo Li (BICS, 2018)

A Study of the Role of Attention in Classifying Covert and Overt Motor Activities. - Banghua Yang; Jinlong Wang; Cuntai Guan; Chenxiao Hu; Jianguo Wang (BICS, 2018)

Research on Motor Imagery EEG Modeling Based on Window Optimization and a Few Channels PSD. - Banghua Yang; Chenxiao Hu; Jinlong Wang; Bo Li; Wei Wang (DSP, 2018)

Automatic ocular artifacts removal in EEG using deep learning. - Banghua Yang; Kaiwen Duan; Chengcheng Fan; Chenxiao Hu; Jinlong Wang (Biomed. Signal Process. Control., 2018)

Three-class Motor Imagery Classification Based on FBCSP Combined with Voting Mechanism. - Bo Li; Banghua Yang; Cuntai Guan; Chenxiao Hu (CIVEMSA, 2019)

Motor imagery signal classification based on transfer learning. - Banghua Yang; Minmin Zheng; Cuntai Guan; Li Bo (CIVEMSA, 2019)

A Framework on Optimization Strategy for EEG Motor Imagery Recognition. - Banghua Yang; Chengcheng Fan; Cuntai Guan; Xuelin Gu; Minmin Zheng (EMBC, 2019)

Pixel and Channel Attention Network for Person Re-identification. - Minjie Wang; Xian Li; Jiahuan Zhang; Haoyu Zhou; Lei Lei; Banghua Yang (IGTA, 2019)

Classification of Mild Cognitive Impairment from multi-domain features of resting-state EEG. - Yuling Li; Shasha Xiao; Yingjie Li; Yunxia Li; Banghua Yang (EMBC, 2020)

Anxiety and Depression Diagnosis Method Based on Brain Networks and Convolutional Neural Networks. - Yunlong Xie; Banghua Yang; Xi Lu; Minmin Zheng; Cunxiu Fan; Xiaoying Bi; Shu Zhou; Yingjie Li (EMBC, 2020)

Design of an Actuator for Artificial Anal Sphincter Based on Finite Element Analysis. - Peng Zan; Qiao Ding; Banghua Yang; Tianxiu Li; Yafeng Zhang; Ke Yan (ICACI, 2020)

Drug Addiction Detection Algorithm Based on CNN-BN. - Du Li; Banghua Yang; Xuelin Gu; Dewen Kong; Peng Zan (ICCPR, 2020)

A Study on EEG-NIRS Testing of Drug Users' Brain Function under Visual Induction. - Banghua Yang; Xuelin Gu; Ding Xu; Chengcheng Fan (ICCPR, 2020)

Brain-Controlled Robotic Arm Based on Adaptive FBCCA. - Dong Zhang; Banghua Yang; Shouwei Gao; Xuelin Gu (HBAI@IJCAI, 2020)

EEG classification across sessions and across subjects through transfer learning in motor imagery-based brain-machine interface system. - Minmin Zheng; Banghua Yang; Yunlong Xie (Medical Biol. Eng. Comput., 2020)

The Paradigm Design of a Novel 2-class Unilateral Upper Limb Motor Imagery Tasks and its EEG Signal Classification. - Wenzheng Qiu; Banghua Yang; Jun Ma; Shouwei Gao; Yan Zhu; Wen Wang 004 (EMBC, 2021)

Motor Imagery EEG Classification Method Based on Adaptive Decision Surface of LDA Classifier. - Banghua Yang; Du Li; BaiHeng Ma; Xuelin Gu; Dewen Kong (ICBBB, 2021)

Research on Brain-Controlled Robotic Arm Based on Improved Faster-RCNN Target Detection Model. - Wenhua Chen; Banghua Yang; Xuelin Gu; Zhaokun Wang; Yunzhe Li 004 (ICCPR, 2021)

Brain-Controlled Robotic Arm Grasping System Based on Adaptive TRCA. - Zhaokun Wang; Banghua Yang; Wen Wang 004; Dong Zhang; Xuelin Gu (ICCPR, 2021)

Research on the Relationship between Fatigue and P300 Potential in Multi-Stage RSVP Small Target Detection. - Yusong Zhou; Wen Wang 004; Lin Feng Yan; Banghua Yang (ICCPR, 2021)

Prefrontal fNIRS-based clinical data analysis of brain functions in individuals abusing different types of drugs. - Xuelin Gu; Banghua Yang; Shouwei Gao; Lin Feng Yan; Ding Xu; Wen Wang 004 (J. Biomed. Semant., 2021)

Spatio-time-frequency joint sparse optimization with transfer learning in motor imagery-based brain-computer interface system. - Minmin Zheng; Banghua Yang; Shouwei Gao; Xia Meng (Biomed. Signal Process. Control., 2021)

Motor imagery EEG decoding based on multi-loss fusion FBCNet. - Fenqi Rong; Banghua Yang; Jun Ma; Shouwei Gao; Xinxing Xia (ICBIP, 2022)

Three-Class Motor Imagery Classification Based on SELU-EEGNet. - Dongze Li; Banghua Yang; Jun Ma; Wenzheng Qiu (ICCAI, 2022)

Brain control jigsaw puzzle system based on hybrid brain computer interface of motor imagery and steady-state visual evoked potential. - Rongxin Jie; Banghua Yang; Zhaokun Wang; Jun Ma; Xinxing Xia; Shouwei Gao (ICCPR, 2022)

Immersive AR Merged with MI-BCI Hand Function Rehabilitation Training System for Stroke Patients. - Yiyang Qin; Banghua Yang; Dongze Li (ICCPR, 2022)

CNN-based EEG Classification Method for Drug Use Detection. - Hui Zeng; Banghua Yang; Xuelin Gu; Yongcong Li; Xinxing Xia; Shouwei Gao (ICCPR, 2022)

Brain Controlled Manipulator System Based on Improved Target Detection and Augmented Reality Technology. - Yiling Huang; Banghua Yang; Zhaokun Wang; Yuan Yao 002; Mengdie Xu; Xinxing Xia (HBAI@IJCAI, 2022)

The unilateral upper limb classification from fMRI-weighted EEG signals using convolutional neural network. - Banghua Yang; Jun Ma; Wenzheng Qiu; Jian Zhang; Xiaofan Wang 001 (Biomed. Signal Process. Control., 2022)

A Real-Time EMG-Based Fixed-Bandwidth Frequency-Domain Embedded System for Robotic Hand. - Biao Chen; Chaoyang Chen 002; Jie Hu 002; Thomas Nguyen; Jin Qi; Banghua Yang; Dawei Chen; Yousef Alshahrani; Yang Zhou; Andrew Tsai; Todd Frush; Henry Goitz (Frontiers Neurorobotics, 2022)

SE-CNN Attention Structure for Quantitative EEG-Based Assessment of VR Motion Sickness. - Mengdie Xu; Banghua Yang; Mutian Liu; Yiling Huang; Xinxing Xia; Jie Zhang (ICCAI, 2023)

3D SSVEP Visual stimulus in Augmented Reality for Robotic Arm Grasping. - Raorao Fu; Banghua Yang; Yiting Geng; Xinxing Xia (ICCPR, 2023)

Classification of Patients with Cervical Spondylotic Myelopathy using Machine Learning and Brain Network Analysis. - Shen Li; Banghua Yang; Yibo Dou; Yongli Wang 001; Jun Ma; Peng Cao (ICCPR, 2023)

Comparative Analysis of Classification Methods for Diagnosing Myasthenia Gravis based on Lumbar Electromyography. - Yue Ma 036; Banghua Yang; Peng Zan; Yonghuai Zhang (ICCPR, 2023)

A Wearable Brain-Computer Interface System for Fatigue Detection in Driving. - Ying Shen; Banghua Yang; Aolei Yang; Xinxing Xia; Yonghuai Zhang; Shouwei Gao (ICCPR, 2023)

Exploring Quantitative Assessment of Cybersickness in Virtual Reality Using EEG Signals and a CNN-LSTM Network. - Mutian Liu; Banghua Yang; Mengdie Xu; Peng Zan; Xinxing Xia (VR Workshops, 2023)

Prediction of the tensile strength of friction stir welded joints based on one-dimensional convolutional neural network. - Xiaohong Lu; Chong Ma; Banghua Yang; Shixuan Sun; Kai Xu (J. Intell. Fuzzy Syst., 2023)

Motor Imagery Decoding from EEG under Visual Distraction via Feature Map Attention EEGNet. - Yiting Geng; Banghua Yang; Sixiong Ke; Liang Chang; Jiayang Zhang; Yanyan Zheng (EMBC, 2024)

MSDAC: A multi-source domain adversarial framework for motion prediction in intracortical brain-computer interfaces. - Haozhou Liu; Banghua Yang; Shouliang Guan; Fenqi Rong; Mengao Guo; Ying Fang; Bingyu Liu; Yan Gao; Yong Gu (EMBC, 2024)

DAPT: Dynamic Attentional Prototype Transfer Learning for MI-EEG Decoding. - Sixiong Ke; Banghua Yang; Boyang Xu; Yonghuai Zhang; Yanyan Zheng; Yiyang Qin (ICCPR, 2024)

A Hybrid BCI System Integrating Motor Imagery and SSVEP for Wheelchair Control. - Boyang Xu; Banghua Yang; Jiayang Zhang; Sixiong Ke; Yanyan Zheng (ICCPR, 2024)

The PDS6Net, a sequence model based on state-space theory, is utilized to classifying Chronic Primary Pain and depression. - Lele You; Banghua Yang; Zuowei Wang; Yonghuai Zhang; Zhou Shu; Xiaoying Bi (ICCPR, 2024)

A multiscale convolutional neural network based on time-frequency features for decoding rat exercise fatigue LFP. - Guofu Zhang; Banghua Yang; Xin Dong; Jun Ma; Peng Zan; Xinxing Xia (Biomed. Signal Process. Control., 2024)

Exploring the brain physiological activity and quantified assessment of VR cybersickness using EEG signals. - Mutian Liu; Banghua Yang; Peng Zan; Luting Chen; Baozeng Wang; Xinxing Xia (Displays, 2024)

Temperature prediction of FSW medium thickness 2219 aluminium alloy based on intelligent algorithm. - Xiaohong Lu; Banghua Yang; Xiangyue Meng; Shixuan Sun; Yihan Luan; Steven Y. Liang (Int. J. Manuf. Res., 2024)

Multiband task related components enhance rapid cognition decoding for both small and similar objects. - Yusong Zhou; Banghua Yang; Changyong Wang (Neural Networks, 2024)

Exploring quantitative assessment of cybersickness in virtual reality using EEG signals and a CNN-ECA-LSTM network. - Mutian Liu; Banghua Yang; Mengdie Xu; Peng Zan; Luting Chen; Xinxing Xia (Displays, 2024)

FBSA-CNN: A convolutional neural network framework for EEG-based detection of non-acute methamphetamine use disorders. - Yongcong Li; Banghua Yang; Yonghuai Zhang; Shouwei Gao; Jun Ma; Guofu Zhang (Biomed. Signal Process. Control., 2025)

Effect of acupuncture treatment for upper limb on cortical activation and functional connectivity: A fNIRS study. - Dongyang Shen; Banghua Yang; Jing Li; Shouwei Gao (Biomed. Signal Process. Control., 2025)

Cross-dataset motor imagery decoding - A transfer learning assisted graph convolutional network approach. - Jiayang Zhang; Kang Li; Banghua Yang; Zhengrun Zhao (Biomed. Signal Process. Control., 2025)

STA-Net: Spatial-temporal alignment network for hybrid EEG-fNIRS decoding. - Mutian Liu; Banghua Yang; Lin Meng; Yonghuai Zhang; Shouwei Gao; Peng Zan; Xinxing Xia (Inf. Fusion, 2025)

Motor Imagery Classification Based on Temporal-Spatial Domain Adaptation for Stroke Patients. - Jun Ma; Jingjing Zhang; Yanling Yang; Banghua Yang; Chunlei Shan (Cogn. Comput., 2025)

TGST: A transformer-graph framework for enhanced spatiotemporal modeling in 3D human pose estimation. - Aolei Yang; Yinghong Zhou; Chenchen Lv; Banghua Yang; Zhonghua Miao; Minrui Fei (Vis. Comput., 2025)