Banghua Yang

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 48

Top Topics

Transfer Learning

Classification Method

Top Venues

Biomed. Signal Process. Control.

Publications

Mutian Liu, Banghua Yang, Mengdie Xu, Peng Zan, Luting Chen, Xinxing Xia
Exploring quantitative assessment of cybersickness in virtual reality using EEG signals and a CNN-ECA-LSTM network. Displays 81 (2024)
Guofu Zhang, Banghua Yang, Xin Dong, Jun Ma, Peng Zan, Xinxing Xia
A multiscale convolutional neural network based on time-frequency features for decoding rat exercise fatigue LFP. Biomed. Signal Process. Control. 95 (2024)
Yusong Zhou, Banghua Yang, Changyong Wang
Multiband task related components enhance rapid cognition decoding for both small and similar objects. Neural Networks 175 (2024)
Xiaohong Lu, Banghua Yang, Xiangyue Meng, Shixuan Sun, Yihan Luan, Steven Y. Liang
Temperature prediction of FSW medium thickness 2219 aluminium alloy based on intelligent algorithm. Int. J. Manuf. Res. 19 (1) (2024)
Raorao Fu, Banghua Yang, Yiting Geng, Xinxing Xia
3D SSVEP Visual stimulus in Augmented Reality for Robotic Arm Grasping. ICCPR (2023)
Yue Ma, Banghua Yang, Peng Zan, Yonghuai Zhang
Comparative Analysis of Classification Methods for Diagnosing Myasthenia Gravis based on Lumbar Electromyography. ICCPR (2023)
Mengdie Xu, Banghua Yang, Mutian Liu, Yiling Huang, Xinxing Xia, Jie Zhang
SE-CNN Attention Structure for Quantitative EEG-Based Assessment of VR Motion Sickness. ICCAI (2023)
Xiaohong Lu, Chong Ma, Banghua Yang, Shixuan Sun, Kai Xu
Prediction of the tensile strength of friction stir welded joints based on one-dimensional convolutional neural network. J. Intell. Fuzzy Syst. 45 (2) (2023)
Mutian Liu, Banghua Yang, Mengdie Xu, Peng Zan, Xinxing Xia
Exploring Quantitative Assessment of Cybersickness in Virtual Reality Using EEG Signals and a CNN-LSTM Network. VRW (2023)
Ying Shen, Banghua Yang, Aolei Yang, Xinxing Xia, Yonghuai Zhang, Shouwei Gao
A Wearable Brain-Computer Interface System for Fatigue Detection in Driving. ICCPR (2023)
Shen Li, Banghua Yang, Yibo Dou, Yongli Wang, Jun Ma, Peng Cao
Classification of Patients with Cervical Spondylotic Myelopathy using Machine Learning and Brain Network Analysis. ICCPR (2023)
Dongze Li, Banghua Yang, Jun Ma, Wenzheng Qiu
Three-Class Motor Imagery Classification Based on SELU-EEGNet. ICCAI (2022)
Biao Chen, Chaoyang Chen, Jie Hu, Thomas Nguyen, Jin Qi, Banghua Yang, Dawei Chen, Yousef Alshahrani, Yang Zhou, Andrew Tsai, Todd Frush, Henry Goitz
A Real-Time EMG-Based Fixed-Bandwidth Frequency-Domain Embedded System for Robotic Hand. Frontiers Neurorobotics 16 (2022)
Fenqi Rong, Banghua Yang, Jun Ma, Shouwei Gao, Xinxing Xia
Motor imagery EEG decoding based on multi-loss fusion FBCNet. ICBIP (2022)
Yiling Huang, Banghua Yang, Zhaokun Wang, Yuan Yao, Mengdie Xu, Xinxing Xia
Brain Controlled Manipulator System Based on Improved Target Detection and Augmented Reality Technology. HBAI@IJCAI (2022)
Banghua Yang, Jun Ma, Wenzheng Qiu, Jian Zhang, Xiaofan Wang
The unilateral upper limb classification from fMRI-weighted EEG signals using convolutional neural network. Biomed. Signal Process. Control. 78 (2022)
Hui Zeng, Banghua Yang, Xuelin Gu, Yongcong Li, Xinxing Xia, Shouwei Gao
CNN-based EEG Classification Method for Drug Use Detection. ICCPR (2022)
Rongxin Jie, Banghua Yang, Zhaokun Wang, Jun Ma, Xinxing Xia, Shouwei Gao
Brain control jigsaw puzzle system based on hybrid brain computer interface of motor imagery and steady-state visual evoked potential. ICCPR (2022)
Yiyang Qin, Banghua Yang, Dongze Li
Immersive AR Merged with MI-BCI Hand Function Rehabilitation Training System for Stroke Patients. ICCPR (2022)
Zhaokun Wang, Banghua Yang, Wen Wang, Dong Zhang, Xuelin Gu
Brain-Controlled Robotic Arm Grasping System Based on Adaptive TRCA. ICCPR (2021)
Wenhua Chen, Banghua Yang, Xuelin Gu, Zhaokun Wang, Yunzhe Li
Research on Brain-Controlled Robotic Arm Based on Improved Faster-RCNN Target Detection Model. ICCPR (2021)
Xuelin Gu, Banghua Yang, Shouwei Gao, Lin Feng Yan, Ding Xu, Wen Wang
Prefrontal fNIRS-based clinical data analysis of brain functions in individuals abusing different types of drugs. J. Biomed. Semant. 12 (1) (2021)
Wenzheng Qiu, Banghua Yang, Jun Ma, Shouwei Gao, Yan Zhu, Wen Wang
The Paradigm Design of a Novel 2-class Unilateral Upper Limb Motor Imagery Tasks and its EEG Signal Classification. EMBC (2021)
Minmin Zheng, Banghua Yang, Shouwei Gao, Xia Meng
Spatio-time-frequency joint sparse optimization with transfer learning in motor imagery-based brain-computer interface system. Biomed. Signal Process. Control. 68 (2021)
Yusong Zhou, Wen Wang, Lin Feng Yan, Banghua Yang
Research on the Relationship between Fatigue and P300 Potential in Multi-Stage RSVP Small Target Detection. ICCPR (2021)
Banghua Yang, Du Li, BaiHeng Ma, Xuelin Gu, Dewen Kong
Motor Imagery EEG Classification Method Based on Adaptive Decision Surface of LDA Classifier. ICBBB (2021)
Banghua Yang, Xuelin Gu, Ding Xu, Chengcheng Fan
A Study on EEG-NIRS Testing of Drug Users' Brain Function under Visual Induction. ICCPR (2020)
Minmin Zheng, Banghua Yang, Yunlong Xie
EEG classification across sessions and across subjects through transfer learning in motor imagery-based brain-machine interface system. Medical Biol. Eng. Comput. 58 (7) (2020)
Du Li, Banghua Yang, Xuelin Gu, Dewen Kong, Peng Zan
Drug Addiction Detection Algorithm Based on CNN-BN. ICCPR (2020)
Yuling Li, Shasha Xiao, Yingjie Li, Yunxia Li, Banghua Yang
Classification of Mild Cognitive Impairment from multi-domain features of resting-state EEG. EMBC (2020)
Dong Zhang, Banghua Yang, Shouwei Gao, Xuelin Gu
Brain-Controlled Robotic Arm Based on Adaptive FBCCA. HBAI@IJCAI (2020)
Peng Zan, Qiao Ding, Banghua Yang, Tianxiu Li, Yafeng Zhang, Ke Yan
Design of an Actuator for Artificial Anal Sphincter Based on Finite Element Analysis. ICACI (2020)
Yunlong Xie, Banghua Yang, Xi Lu, Minmin Zheng, Cunxiu Fan, Xiaoying Bi, Shu zhou, Yingjie Li
Anxiety and Depression Diagnosis Method Based on Brain Networks and Convolutional Neural Networks. EMBC (2020)
Banghua Yang, Chengcheng Fan, Cuntai Guan, Xuelin Gu, Minmin Zheng
A Framework on Optimization Strategy for EEG Motor Imagery Recognition. EMBC (2019)
Banghua Yang, Minmin Zheng, Cuntai Guan, Li Bo
Motor imagery signal classification based on transfer learning. CIVEMSA (2019)
Minjie Wang, Xian Li, Jiahuan Zhang, Haoyu Zhou, Lei Lei, Banghua Yang
Pixel and Channel Attention Network for Person Re-identification. IGTA (2019)
Bo Li, Banghua Yang, Cuntai Guan, Chenxiao Hu
Three-class Motor Imagery Classification Based on FBCSP Combined with Voting Mechanism. CIVEMSA (2019)
Banghua Yang, Jinlong Wang, Cuntai Guan, Chenxiao Hu, Jianguo Wang
A Study of the Role of Attention in Classifying Covert and Overt Motor Activities. BICS (2018)
Banghua Yang, Jianzhen Tang, Cuntai Guan, Bo Li
Motor Imagery EEG Recognition Based on FBCSP and PCA. BICS (2018)
Banghua Yang, Kaiwen Duan, Chengcheng Fan, Chenxiao Hu, Jinlong Wang
Automatic ocular artifacts removal in EEG using deep learning. Biomed. Signal Process. Control. 43 (2018)
Banghua Yang, Chenxiao Hu, Jinlong Wang, Bo Li, Wei Wang
Research on Motor Imagery EEG Modeling Based on Window Optimization and a Few Channels PSD. DSL (2018)
Banghua Yang, Chengcheng Fan, Jie Jia, Shugeng Chen, Jianguo Wang
Adaptive KF-SVM Classification for Single Trial EEG in BCI. LSMS/ICSEE (1) (2017)
Banghua Yang, Xu Han, Jianzhen Tang
Three class emotions recognition based on deep learning using staked autoencoder. CISP-BMEI (2017)
Yimin Guo, Jianguo Wang, Banghua Yang, Shiwei Ma, Minrui Fei, Yao Yuan, Chen Tao
A Method of Ridge-NNG-Based Multivariate Fault Isolation in Presentence of Collinearity. LSMS/ICSEE (2) (2017)
Jianguo Wang, Zhifu Deng, Banghua Yang, Shiwei Ma, Minrui Fei, Yuan Yao, Tao Chen
Multivariate Fault Isolation in Presence of Outliers Based on Robust Nonnegative Garrote. LSMS/ICSEE (2) (2017)
Banghua Yang, Tao Zhang, Yunyuan Zhang, Wanquan Liu, Jianguo Wang, Kaiwen Duan
Removal of Electrooculogram Artifacts from Electroencephalogram Using Canonical Correlation Analysis with Ensemble Empirical Mode Decomposition. Cogn. Comput. 9 (5) (2017)
Banghua Yang, Huarong Li, Qian Wang, Yunyuan Zhang
Subject-based feature extraction by using fisher WPD-CSP in brain-computer interfaces. Comput. Methods Programs Biomed. 129 (2016)
Banghua Yang, Kaiwen Duan, Tao Zhang
Removal of EOG artifacts from EEG using a cascade of sparse autoencoder and recursive least squares adaptive filter. Neurocomputing 214 (2016)
Banghua Yang, Liang-fei He, Lin Lin, Qian Wang
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. 16 (6) (2015)
Banghua Yang, Minrui Fei
Professor Da Ruan in Shanghai University. A Tribute to Prof. Dr. Da Ruan (2013)
Geert Wets, Elke Hermans, Davy Janssens, Koen Vanhoof, Edith Donders, Qiong Bao, Yongjun Shen, Banghua Yang
An Excellent Guest Professor in Hasselt University. A Tribute to Prof. Dr. Da Ruan (2013)
Banghua Yang, Zheng Dong, Yonghuai Zhang, Xiaoming Zheng
Recognition of Fire Detection Based on Neural Network. LSMS/ICSEE (2) (2010)
Banghua Yang, Li Liu, Peng Zan, Wenyu Lu
Wavelet Packet-Based Feature Extraction for Brain-Computer Interfaces. LSMS/ICSEE (2010)
Xiaoming Zheng, Banghua Yang, Xiang Li, Peng Zan, Zheng Dong
Classifying EEG Using Incremental Support Vector Machine in BCIs. LSMS/ICSEE (2010)
Peng Zan, Jinyi Zhang, Yong Shao, Banghua Yang
Research on the Biocompatibility of the Human Rectum and a Novel Artificial Anal Sphincter. LSMS/ICSEE (2010)
Shiwei Ma, Zhongjie Liu, Banghua Yang, Jian Wang
Moving Target Detection and Labeling in Video Sequence Based on Spatial-Temporal Information Fusion. LSMS (1) (2007)
Banghua Yang, Shiwei Ma, Zhihua Li
Pattern Recognition for Brain-Computer Interfaces by Combining Support Vector Machine with Adaptive Genetic Algorithm. LSMS (2) (2007)
Banghua Yang, Guozheng Yan, Ting Wu, Rongguo Yan
Subject-based feature extraction using fuzzy wavelet packet in brain-computer interfaces. Signal Process. 87 (7) (2007)
Guozheng Yan, Ting Wu, Banghua Yang
Automated Feature Selection Based on an Adaptive Genetic Algorithm for Brain-Computer Interfaces. SEAL (2006)
Guozheng Yan, Banghua Yang, Shuo Chen, Rongguo Yan
Pattern Recognition Using Hybrid Optimization for a Robot Controlled by Human Thoughts. CBMS (2006)