Banghua Yang - RankMe

73 papers B 1Journal 24Unranked 48

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Cross-dataset motor imagery decoding - A transfer learning assisted graph convolutional network approach. Biomed. Signal Process. Control. Jiayang Zhang, Kang Li, Banghua Yang, Zhengrun Zhao
2025	J	`jnl`	Effect of acupuncture treatment for upper limb on cortical activation and functional connectivity: A fNIRS study. Biomed. Signal Process. Control. Dongyang Shen, Banghua Yang, Jing Li, Shouwei Gao
2025	J	`jnl`	Exploring the Effects of 3D Gaze Stimulation and Color Performance in Augmented Reality-Based Steady-State Visual Evoked Potential. Adv. Intell. Syst. Yiting Geng, Banghua Yang, Mengao Guo, Yuan Yao, Yonghuai Zhang, Luting Chen, Xinxing Xia
2025	J	`jnl`	FBSA-CNN: A convolutional neural network framework for EEG-based detection of non-acute methamphetamine use disorders. Biomed. Signal Process. Control. Yongcong Li, Banghua Yang, Yonghuai Zhang, Shouwei Gao, Jun Ma, Guofu Zhang
2025	J	`jnl`	Motor Imagery Classification Based on Temporal-Spatial Domain Adaptation for Stroke Patients. Cogn. Comput. Jun Ma, Jingjing Zhang, Yanling Yang, Banghua Yang, Chunlei Shan
2025	J	`jnl`	STA-Net: Spatial-temporal alignment network for hybrid EEG-fNIRS decoding. Inf. Fusion Mutian Liu, Banghua Yang, Lin Meng, Yonghuai Zhang, Shouwei Gao, Peng Zan, Xinxing Xia
2025	J	`jnl`	TGST: A transformer-graph framework for enhanced spatiotemporal modeling in 3D human pose estimation. Vis. Comput. Aolei Yang, Yinghong Zhou, Chenchen Lv, Banghua Yang, Zhonghua Miao, Minrui Fei
2024	—	`conf`	A Hybrid BCI System Integrating Motor Imagery and SSVEP for Wheelchair Control. ICCPR Boyang Xu, Banghua Yang, Jiayang Zhang, Sixiong Ke, Yanyan Zheng
2024	J	`jnl`	A multiscale convolutional neural network based on time-frequency features for decoding rat exercise fatigue LFP. Biomed. Signal Process. Control. Guofu Zhang, Banghua Yang, Xin Dong, Jun Ma, Peng Zan, Xinxing Xia
2024	—	`conf`	DAPT: Dynamic Attentional Prototype Transfer Learning for MI-EEG Decoding. ICCPR Sixiong Ke, Banghua Yang, Boyang Xu, Yonghuai Zhang, Yanyan Zheng, Yiyang Qin
2024	J	`jnl`	Exploring quantitative assessment of cybersickness in virtual reality using EEG signals and a CNN-ECA-LSTM network. Displays Mutian Liu, Banghua Yang, Mengdie Xu, Peng Zan, Luting Chen, Xinxing Xia
2024	J	`jnl`	Exploring the brain physiological activity and quantified assessment of VR cybersickness using EEG signals. Displays Mutian Liu, Banghua Yang, Peng Zan, Luting Chen, Baozeng Wang, Xinxing Xia
2024	—	`conf`	MSDAC: A multi-source domain adversarial framework for motion prediction in intracortical brain-computer interfaces. EMBC Haozhou Liu, Banghua Yang, Shouliang Guan, Fenqi Rong, Mengao Guo, Ying Fang, Bingyu Liu, Yan Gao, Yong Gu
2024	—	`conf`	Motor Imagery Decoding from EEG under Visual Distraction via Feature Map Attention EEGNet. EMBC Yiting Geng, Banghua Yang, Sixiong Ke, Liang Chang, Jiayang Zhang, Yanyan Zheng
2024	J	`jnl`	Multiband task related components enhance rapid cognition decoding for both small and similar objects. Neural Networks Yusong Zhou, Banghua Yang, Changyong Wang
2024	J	`jnl`	Temperature prediction of FSW medium thickness 2219 aluminium alloy based on intelligent algorithm. Int. J. Manuf. Res. Xiaohong Lu, Banghua Yang, Xiangyue Meng, Shixuan Sun, Yihan Luan, Steven Y. Liang
2024	—	`conf`	The PDS6Net, a sequence model based on state-space theory, is utilized to classifying Chronic Primary Pain and depression. ICCPR Lele You, Banghua Yang, Zuowei Wang, Yonghuai Zhang, Zhou Shu, Xiaoying Bi
2023	—	`conf`	3D SSVEP Visual stimulus in Augmented Reality for Robotic Arm Grasping. ICCPR Raorao Fu, Banghua Yang, Yiting Geng, Xinxing Xia
2023	—	`conf`	A Wearable Brain-Computer Interface System for Fatigue Detection in Driving. ICCPR Ying Shen, Banghua Yang, Aolei Yang, Xinxing Xia, Yonghuai Zhang, Shouwei Gao
2023	—	`conf`	Classification of Patients with Cervical Spondylotic Myelopathy using Machine Learning and Brain Network Analysis. ICCPR Shen Li, Banghua Yang, Yibo Dou, Yongli Wang, Jun Ma, Peng Cao
2023	—	`conf`	Comparative Analysis of Classification Methods for Diagnosing Myasthenia Gravis based on Lumbar Electromyography. ICCPR Yue Ma, Banghua Yang, Peng Zan, Yonghuai Zhang
2023	—	`conf`	Exploring Quantitative Assessment of Cybersickness in Virtual Reality Using EEG Signals and a CNN-LSTM Network. VR Workshops Mutian Liu, Banghua Yang, Mengdie Xu, Peng Zan, Xinxing Xia
2023	J	`jnl`	Prediction of the tensile strength of friction stir welded joints based on one-dimensional convolutional neural network. J. Intell. Fuzzy Syst. Xiaohong Lu, Chong Ma, Banghua Yang, Shixuan Sun, Kai Xu
2023	—	`conf`	SE-CNN Attention Structure for Quantitative EEG-Based Assessment of VR Motion Sickness. ICCAI Mengdie Xu, Banghua Yang, Mutian Liu, Yiling Huang, Xinxing Xia, Jie Zhang
2022	J	`jnl`	A Real-Time EMG-Based Fixed-Bandwidth Frequency-Domain Embedded System for Robotic Hand. Frontiers Neurorobotics Biao Chen, Chaoyang Chen, Jie Hu, Thomas Nguyen, Jin Qi, Banghua Yang, Dawei Chen, Yousef Alshahrani, Yang Zhou, Andrew Tsai, Todd Frush, Henry Goitz
2022	—	`conf`	Brain Controlled Manipulator System Based on Improved Target Detection and Augmented Reality Technology. HBAI@IJCAI Yiling Huang, Banghua Yang, Zhaokun Wang, Yuan Yao, Mengdie Xu, Xinxing Xia
2022	—	`conf`	Brain control jigsaw puzzle system based on hybrid brain computer interface of motor imagery and steady-state visual evoked potential. ICCPR Rongxin Jie, Banghua Yang, Zhaokun Wang, Jun Ma, Xinxing Xia, Shouwei Gao
2022	—	`conf`	CNN-based EEG Classification Method for Drug Use Detection. ICCPR Hui Zeng, Banghua Yang, Xuelin Gu, Yongcong Li, Xinxing Xia, Shouwei Gao
2022	—	`conf`	Immersive AR Merged with MI-BCI Hand Function Rehabilitation Training System for Stroke Patients. ICCPR Yiyang Qin, Banghua Yang, Dongze Li
2022	—	`conf`	Motor imagery EEG decoding based on multi-loss fusion FBCNet. ICBIP Fenqi Rong, Banghua Yang, Jun Ma, Shouwei Gao, Xinxing Xia
2022	J	`jnl`	The unilateral upper limb classification from fMRI-weighted EEG signals using convolutional neural network. Biomed. Signal Process. Control. Banghua Yang, Jun Ma, Wenzheng Qiu, Jian Zhang, Xiaofan Wang
2022	—	`conf`	Three-Class Motor Imagery Classification Based on SELU-EEGNet. ICCAI Dongze Li, Banghua Yang, Jun Ma, Wenzheng Qiu
2021	—	`conf`	Brain-Controlled Robotic Arm Grasping System Based on Adaptive TRCA. ICCPR Zhaokun Wang, Banghua Yang, Wen Wang, Dong Zhang, Xuelin Gu
2021	—	`conf`	Motor Imagery EEG Classification Method Based on Adaptive Decision Surface of LDA Classifier. ICBBB Banghua Yang, Du Li, BaiHeng Ma, Xuelin Gu, Dewen Kong
2021	J	`jnl`	Prefrontal fNIRS-based clinical data analysis of brain functions in individuals abusing different types of drugs. J. Biomed. Semant. Xuelin Gu, Banghua Yang, Shouwei Gao, Lin Feng Yan, Ding Xu, Wen Wang
2021	—	`conf`	Research on Brain-Controlled Robotic Arm Based on Improved Faster-RCNN Target Detection Model. ICCPR Wenhua Chen, Banghua Yang, Xuelin Gu, Zhaokun Wang, Yunzhe Li
2021	—	`conf`	Research on the Relationship between Fatigue and P300 Potential in Multi-Stage RSVP Small Target Detection. ICCPR Yusong Zhou, Wen Wang, Lin Feng Yan, Banghua Yang
2021	J	`jnl`	Spatio-time-frequency joint sparse optimization with transfer learning in motor imagery-based brain-computer interface system. Biomed. Signal Process. Control. Minmin Zheng, Banghua Yang, Shouwei Gao, Xia Meng
2021	—	`conf`	The Paradigm Design of a Novel 2-class Unilateral Upper Limb Motor Imagery Tasks and its EEG Signal Classification. EMBC Wenzheng Qiu, Banghua Yang, Jun Ma, Shouwei Gao, Yan Zhu, Wen Wang
2020	—	`conf`	A Study on EEG-NIRS Testing of Drug Users' Brain Function under Visual Induction. ICCPR Banghua Yang, Xuelin Gu, Ding Xu, Chengcheng Fan
2020	—	`conf`	Anxiety and Depression Diagnosis Method Based on Brain Networks and Convolutional Neural Networks. EMBC Yunlong Xie, Banghua Yang, Xi Lu, Minmin Zheng, Cunxiu Fan, Xiaoying Bi, Shu Zhou, Yingjie Li
2020	—	`conf`	Brain-Controlled Robotic Arm Based on Adaptive FBCCA. HBAI@IJCAI Dong Zhang, Banghua Yang, Shouwei Gao, Xuelin Gu
2020	—	`conf`	Classification of Mild Cognitive Impairment from multi-domain features of resting-state EEG. EMBC Yuling Li, Shasha Xiao, Yingjie Li, Yunxia Li, Banghua Yang
2020	—	`conf`	Design of an Actuator for Artificial Anal Sphincter Based on Finite Element Analysis. ICACI Peng Zan, Qiao Ding, Banghua Yang, Tianxiu Li, Yafeng Zhang, Ke Yan
2020	—	`conf`	Drug Addiction Detection Algorithm Based on CNN-BN. ICCPR Du Li, Banghua Yang, Xuelin Gu, Dewen Kong, Peng Zan
2020	J	`jnl`	EEG classification across sessions and across subjects through transfer learning in motor imagery-based brain-machine interface system. Medical Biol. Eng. Comput. Minmin Zheng, Banghua Yang, Yunlong Xie
2019	—	`conf`	A Framework on Optimization Strategy for EEG Motor Imagery Recognition. EMBC Banghua Yang, Chengcheng Fan, Cuntai Guan, Xuelin Gu, Minmin Zheng
2019	—	`conf`	Motor imagery signal classification based on transfer learning. CIVEMSA Banghua Yang, Minmin Zheng, Cuntai Guan, Li Bo
2019	—	`conf`	Pixel and Channel Attention Network for Person Re-identification. IGTA Minjie Wang, Xian Li, Jiahuan Zhang, Haoyu Zhou, Lei Lei, Banghua Yang
2019	—	`conf`	Three-class Motor Imagery Classification Based on FBCSP Combined with Voting Mechanism. CIVEMSA Bo Li, Banghua Yang, Cuntai Guan, Chenxiao Hu
2018	—	`conf`	A Study of the Role of Attention in Classifying Covert and Overt Motor Activities. BICS Banghua Yang, Jinlong Wang, Cuntai Guan, Chenxiao Hu, Jianguo Wang
2018	J	`jnl`	Automatic ocular artifacts removal in EEG using deep learning. Biomed. Signal Process. Control. Banghua Yang, Kaiwen Duan, Chengcheng Fan, Chenxiao Hu, Jinlong Wang
2018	—	`conf`	Motor Imagery EEG Recognition Based on FBCSP and PCA. BICS Banghua Yang, Jianzhen Tang, Cuntai Guan, Bo Li
2018	—	`conf`	Research on Motor Imagery EEG Modeling Based on Window Optimization and a Few Channels PSD. DSP Banghua Yang, Chenxiao Hu, Jinlong Wang, Bo Li, Wei Wang
2017	—	`conf`	A Method of Ridge-NNG-Based Multivariate Fault Isolation in Presentence of Collinearity. LSMS/ICSEE (2) Yimin Guo, Jianguo Wang, Banghua Yang, Shiwei Ma, Minrui Fei, Yuan Yao, Tao Chen
2017	—	`conf`	Adaptive KF-SVM Classification for Single Trial EEG in BCI. LSMS/ICSEE (1) Banghua Yang, Chengcheng Fan, Jie Jia, Shugeng Chen, Jianguo Wang
2017	—	`conf`	Multivariate Fault Isolation in Presence of Outliers Based on Robust Nonnegative Garrote. LSMS/ICSEE (2) Jianguo Wang, Zhifu Deng, Banghua Yang, Shiwei Ma, Minrui Fei, Yuan Yao, Tao Chen
2017	J	`jnl`	Removal of Electrooculogram Artifacts from Electroencephalogram Using Canonical Correlation Analysis with Ensemble Empirical Mode Decomposition. Cogn. Comput. Banghua Yang, Tao Zhang, Yunyuan Zhang, Wanquan Liu, Jianguo Wang, Kaiwen Duan
2017	—	`conf`	Three class emotions recognition based on deep learning using staked autoencoder. CISP-BMEI Banghua Yang, Xu Han, Jianzhen Tang
2016	J	`jnl`	Removal of EOG artifacts from EEG using a cascade of sparse autoencoder and recursive least squares adaptive filter. Neurocomputing Banghua Yang, Kaiwen Duan, Tao Zhang
2016	J	`jnl`	Subject-based feature extraction by using fisher WPD-CSP in brain-computer interfaces. Comput. Methods Programs Biomed. Banghua Yang, Huarong Li, Qian Wang, Yunyuan Zhang
2015	J	`jnl`	Fast removal of ocular artifacts from electroencephalogram signals using spatial constraint independent component analysis based recursive least squares in brain-computer interface. Frontiers Inf. Technol. Electron. Eng. Banghua Yang, Liang-fei He, Lin Lin, Qian Wang
2013	—	`conf`	An Excellent Guest Professor in Hasselt University. A Tribute to Prof. Dr. Da Ruan Geert Wets, Elke Hermans, Davy Janssens, Koen Vanhoof, Edith Donders, Qiong Bao, Yongjun Shen, Banghua Yang
2013	—	`conf`	Professor Da Ruan in Shanghai University. A Tribute to Prof. Dr. Da Ruan Banghua Yang, Minrui Fei
2010	—	`conf`	Classifying EEG Using Incremental Support Vector Machine in BCIs. LSMS/ICSEE Xiaoming Zheng, Banghua Yang, Xiang Li, Peng Zan, Zheng Dong
2010	—	`conf`	Recognition of Fire Detection Based on Neural Network. LSMS/ICSEE (2) Banghua Yang, Zheng Dong, Yonghuai Zhang, Xiaoming Zheng
2010	—	`conf`	Research on the Biocompatibility of the Human Rectum and a Novel Artificial Anal Sphincter. LSMS/ICSEE Peng Zan, Jinyi Zhang, Yong Shao, Banghua Yang
2010	—	`conf`	Wavelet Packet-Based Feature Extraction for Brain-Computer Interfaces. LSMS/ICSEE Banghua Yang, Li Liu, Peng Zan, Wenyu Lu
2007	—	`conf`	Moving Target Detection and Labeling in Video Sequence Based on Spatial-Temporal Information Fusion. LSMS (1) Shiwei Ma, Zhongjie Liu, Banghua Yang, Jian Wang
2007	—	`conf`	Pattern Recognition for Brain-Computer Interfaces by Combining Support Vector Machine with Adaptive Genetic Algorithm. LSMS (2) Banghua Yang, Shiwei Ma, Zhihua Li
2007	J	`jnl`	Subject-based feature extraction using fuzzy wavelet packet in brain-computer interfaces. Signal Process. Banghua Yang, Guozheng Yan, Ting Wu, Rongguo Yan
2006	—	`conf`	Automated Feature Selection Based on an Adaptive Genetic Algorithm for Brain-Computer Interfaces. SEAL Guozheng Yan, Ting Wu, Banghua Yang
2006	B	`conf`	Pattern Recognition Using Hybrid Optimization for a Robot Controlled by Human Thoughts. CBMS Guozheng Yan, Banghua Yang, Shuo Chen, Rongguo Yan