Banghua Yang

According to our database, Banghua Yang authored at least 62 papers between 2006 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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

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

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, January, 2024

Multiband task related components enhance rapid cognition decoding for both small and similar objects.

Yusong Zhou, Banghua Yang, Changyong Wang

Neural Networks, 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

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

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

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

Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2023

A Wearable Brain-Computer Interface System for Fatigue Detection in Driving.

Ying Shen, Banghua Yang, Aolei Yang, Xinxing Xia, Yonghuai Zhang, Shouwei Gao

Proceedings of the 2023 12th International Conference on Computing and Pattern Recognition, 2023

Comparative Analysis of Classification Methods for Diagnosing Myasthenia Gravis based on Lumbar Electromyography.

Yue Ma, Banghua Yang, Peng Zan, Yonghuai Zhang

Proceedings of the 2023 12th International Conference on Computing and Pattern Recognition, 2023

Classification of Patients with Cervical Spondylotic Myelopathy using Machine Learning and Brain Network Analysis.

Shen Li, Banghua Yang, Yibo Dou, Yongli Wang, Jun Ma, Peng Cao

Proceedings of the 2023 12th International Conference on Computing and Pattern Recognition, 2023

3D SSVEP Visual stimulus in Augmented Reality for Robotic Arm Grasping.

Raorao Fu, Banghua Yang, Yiting Geng, Xinxing Xia

Proceedings of the 2023 12th International Conference on Computing and Pattern Recognition, 2023

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

Proceedings of the 9th International Conference on Computing and Artificial Intelligence, 2023

2022

A Real-Time EMG-Based Fixed-Bandwidth Frequency-Domain Embedded System for Robotic Hand.

Biao Chen, Chaoyang Chen, Jie Hu, Thomas Nguyen, Jin Qi, Banghua Yang, Dawei Chen, Yousef Alshahrani, Yang Zhou, Andrew Tsai, Todd Frush, Henry Goitz

Frontiers Neurorobotics, September, 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

Biomed. Signal Process. Control., 2022

Brain Controlled Manipulator System Based on Improved Target Detection and Augmented Reality Technology.

Yiling Huang, Banghua Yang, Zhaokun Wang, Yuan Yao, Mengdie Xu, Xinxing Xia

Proceedings of the Human Brain and Artificial Intelligence - Third International Workshop, 2022

CNN-based EEG Classification Method for Drug Use Detection.

Hui Zeng, Banghua Yang, Xuelin Gu, Yongcong Li, Xinxing Xia, Shouwei Gao

Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition, 2022

Immersive AR Merged with MI-BCI Hand Function Rehabilitation Training System for Stroke Patients.

Yiyang Qin, Banghua Yang, Dongze Li

Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition, 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

Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition, 2022

Three-Class Motor Imagery Classification Based on SELU-EEGNet.

Dongze Li, Banghua Yang, Jun Ma, Wenzheng Qiu

Proceedings of the ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18, 2022

Motor imagery EEG decoding based on multi-loss fusion FBCNet.

Fenqi Rong, Banghua Yang, Jun Ma, Shouwei Gao, Xinxing Xia

Proceedings of the 7th International Conference on Biomedical Signal and Image Processing, 2022

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

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

J. Biomed. Semant., 2021

Research on the Relationship between Fatigue and P300 Potential in Multi-Stage RSVP Small Target Detection.

Yusong Zhou, Wen Wang, Lin Feng Yan, Banghua Yang

Proceedings of the ICCPR '21: 10th International Conference on Computing and Pattern Recognition, Shanghai, China, October 15, 2021

Brain-Controlled Robotic Arm Grasping System Based on Adaptive TRCA.

Zhaokun Wang, Banghua Yang, Wen Wang, Dong Zhang, Xuelin Gu

Proceedings of the ICCPR '21: 10th International Conference on Computing and Pattern Recognition, Shanghai, China, October 15, 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

Proceedings of the ICCPR '21: 10th International Conference on Computing and Pattern Recognition, Shanghai, China, October 15, 2021

Motor Imagery EEG Classification Method Based on Adaptive Decision Surface of LDA Classifier.

Banghua Yang, Du Li, BaiHeng Ma, Xuelin Gu, Dewen Kong

Proceedings of the ICBBB 2021: 11th International Conference on Bioscience, 2021

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

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

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

Brain-Controlled Robotic Arm Based on Adaptive FBCCA.

Dong Zhang, Banghua Yang, Shouwei Gao, Xuelin Gu

Proceedings of the Human Brain and Artificial Intelligence - Second International Workshop, 2020

A Study on EEG-NIRS Testing of Drug Users' Brain Function under Visual Induction.

Banghua Yang, Xuelin Gu, Ding Xu, Chengcheng Fan

Proceedings of the ICCPR 2020: 9th International Conference on Computing and Pattern Recognition, Xiamen, China, October 30, 2020

Drug Addiction Detection Algorithm Based on CNN-BN.

Du Li, Banghua Yang, Xuelin Gu, Dewen Kong, Peng Zan

Proceedings of the ICCPR 2020: 9th International Conference on Computing and Pattern Recognition, Xiamen, China, October 30, 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

Proceedings of the 12th International Conference on Advanced Computational Intelligence, 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

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Classification of Mild Cognitive Impairment from multi-domain features of resting-state EEG.

Yuling Li, Shasha Xiao, Yingjie Li, Yunxia Li, Banghua Yang

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Pixel and Channel Attention Network for Person Re-identification.

Minjie Wang, Xian Li, Jiahuan Zhang, Haoyu Zhou, Lei Lei, Banghua Yang

Proceedings of the Image and Graphics Technologies and Applications, 2019

A Framework on Optimization Strategy for EEG Motor Imagery Recognition.

Banghua Yang, Chengcheng Fan, Cuntai Guan, Xuelin Gu, Minmin Zheng

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Motor imagery signal classification based on transfer learning.

Banghua Yang, Minmin Zheng, Cuntai Guan, Li Bo

Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2019

Three-class Motor Imagery Classification Based on FBCSP Combined with Voting Mechanism.

Bo Li, Banghua Yang, Cuntai Guan, Chenxiao Hu

Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2019

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

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

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 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

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

Motor Imagery EEG Recognition Based on FBCSP and PCA.

Banghua Yang, Jianzhen Tang, Cuntai Guan, Bo Li

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

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

Adaptive KF-SVM Classification for Single Trial EEG in BCI.

Banghua Yang, Chengcheng Fan, Jie Jia, Shugeng Chen, Jianguo Wang

Proceedings of the Advanced Computational Methods in Life System Modeling and Simulation, 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, Tao Chen

Proceedings of the Intelligent Computing, Networked Control, and Their Engineering Applications, 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, Tao Chen

Proceedings of the Intelligent Computing, Networked Control, and Their Engineering Applications, 2017

Three class emotions recognition based on deep learning using staked autoencoder.

Banghua Yang, Xu Han, Jianzhen Tang

Proceedings of the 10th International Congress on Image and Signal Processing, 2017

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

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

2015

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

2013

Professor Da Ruan in Shanghai University.

Banghua Yang, Minrui Fei

Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

An Excellent Guest Professor in Hasselt University.

Geert Wets, Elke Hermans, Davy Janssens, Koen Vanhoof, Edith Donders, Qiong Bao, Yongjun Shen, Banghua Yang

Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

2010

Classifying EEG Using Incremental Support Vector Machine in BCIs.

Xiaoming Zheng, Banghua Yang, Xiang Li, Peng Zan, Zheng Dong

Proceedings of the Life System Modeling and Intelligent Computing, 2010

Research on the Biocompatibility of the Human Rectum and a Novel Artificial Anal Sphincter.

Peng Zan, Jinyi Zhang, Yong Shao, Banghua Yang

Proceedings of the Life System Modeling and Intelligent Computing, 2010

Wavelet Packet-Based Feature Extraction for Brain-Computer Interfaces.

Banghua Yang, Li Liu, Peng Zan, Wenyu Lu

Proceedings of the Life System Modeling and Intelligent Computing, 2010

Recognition of Fire Detection Based on Neural Network.

Banghua Yang, Zheng Dong, Yonghuai Zhang, Xiaoming Zheng

Proceedings of the Life System Modeling and Intelligent Computing, 2010

2007

Subject-based feature extraction using fuzzy wavelet packet in brain-computer interfaces.

Banghua Yang, Guozheng Yan, Ting Wu, Rongguo Yan

Signal Process., 2007

Pattern Recognition for Brain-Computer Interfaces by Combining Support Vector Machine with Adaptive Genetic Algorithm.

Banghua Yang, Shiwei Ma, Zhihua Li

Proceedings of the Life System Modeling and Simulation, International Conference, 2007

Moving Target Detection and Labeling in Video Sequence Based on Spatial-Temporal Information Fusion.

Shiwei Ma, Zhongjie Liu, Banghua Yang, Jian Wang

Proceedings of the Bio-Inspired Computational Intelligence and Applications, 2007

2006

Automated Feature Selection Based on an Adaptive Genetic Algorithm for Brain-Computer Interfaces.

Guozheng Yan, Ting Wu, Banghua Yang

Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

Pattern Recognition Using Hybrid Optimization for a Robot Controlled by Human Thoughts.

Guozheng Yan, Banghua Yang, Shuo Chen, Rongguo Yan

Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006