王洪涛｜五邑大学｜学者主页

2026

基于改进Yolox-s的无人机桥梁裂缝检测

徐伟峰，吕航，程子益，陆安文，王洪涛，王晏如，李昇

《吉林大学学报(理学版)》

DOI

2026

STPA-Net: integrating spatio-temporal convolutional, multi-scale feature pyramid, and multi-attention mechanisms for EEG-based emotion decoding

Shi-Hao Wu, Xinsheng He, Hui Zheng, Feng Wan, Chuangquan Chen, Hongtao Wang

Biomedical Signal Processing and Control

DOI

2026

A real-time FPGA implementation for cerebellar Purkinje cell model

Guosong Wu, Haiyan Zhang, Anastasios Bezerianos, Tao Xu, Hongtao Wang

Brain-Apparatus Communication A Journal of Bacomics

DOI

2026

Quantitative EEG Evidences Reveal an Effective Approach for Regulating Negative Emotions via Listening Mindfulness-Based Music

Xinyi Xu, Hui Gao, Xiaoyu Li, Zhao Feng, Kuijun Wu, Linze Qian, Fo Hu, Hongtao Wang, Yu Sun

International Journal of Neural Systems

DOI

2026

Dse-net based aphasia patient identification and semantic decoding from EEG signals

Yizhong Zhang, Haicheng Wang, Haicheng Wang, Xiang Tang, Yu Li, Weihong Qiu, Haiyan Zhang, Zhaocong Chen, Hongtao Wang, Hongtao Wang

Biomedical Signal Processing and Control

DOI

2026

PyraConvTNet: A pyramid-enhanced DeepConvNet with transformer for novel P300-smart home system

Qian Xu, Shuran Li, Zhaocong Chen, Xudong Jia, Nitish V. Thakor, Hongtao Wang

Biomedical Signal Processing and Control

DOI

2025

多尺度融合增强与注意力机制结合的图像语义分割

刘书刚，杜昊东，王洪涛

《计算机应用与软件》

2025

面向边缘设备的目标检测模型研究

徐伟峰，雷耀，王洪涛，张旭

《智能系统学报》

2025

Decoding Hybrid EEG-fNIRS Upper Limb Motor Execution with Capsule Dynamic Graph Convolutional Neural Network

Zhizheng Yuan, Yu Li, Haiyan Zhang, Xu-Chen Liu, Shuran Li, Yisen Zhu, Hai-Cheng Wang, Junhua Li, Hongtao Wang

Annual International Conference of the IEEE Engineering in Medicine and Biology Society

DOI

2025

Watching Positive Videos Facilitates Mental Fatigue Recovery: A Task fMRI Study

Xiao-Yu Li, Kuijun Wu, Lin-Ze Qian, Sujie Wang, Xinyi Xu, Zhao Feng, Huaying Cai, Yamei Yu, Hongtao Wang, Yu Sun

IEEE transactions on neural systems and rehabilitation engineering

DOI

2025

Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition

Chuangquan Chen, Zhencheng Li, K. Kou, Jie Du, Chen Li, Hongtao Wang, Chi-Man Vong

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2025

CBAM-DeepConvNet: Convolutional Block Attention Module-Deep Convolutional Neural Network for asymmetric visual evoked potentials recognition

Zhouyu Ji, Shuran Li, Hongfei Zhang, Chuangquan Chen, Qian Xu, Junhua Li, Hongtao Wang

Brain-Apparatus Communication: A Journal of Bacomics

DOI

2025

FFTNet: fNIRS-based frequency-enhanced patch network for driving fatigue detection

Yu Li, Xudong Jia, Yu Sun, Yan Cui, Junhua Li, Zhen Yuan, Feng Wan, Hui Zheng, Hongtao Wang

Neural Networks

DOI

2025

Subject-specific CNN model with parameter-based transfer learning for SSVEP detection

Zhouyu Ji, Tao Xu, Chuangquan Chen, Haojun Yin, Feng Wan, Hongtao Wang

Biomedical Signal Processing and Control

DOI

2025

MetaNIRS: A general decoding framework for fNIRS based motor execution/imagery

Yu Li, Yu Sun, Feng Wan, Zhen Yuan, Tzyy-Ping Jung, Hongtao Wang

Neural Networks

DOI

2024

融合生成对抗网络和难例挖掘的产品质量预测模型

李剑锋，柏雪，赵春财，钱朋超，王洪涛，徐伟风

《计算机集成制造系统》

DOI

2024

基于域适应的多模态跨被试驾驶疲劳检测方法

连泽全，何新生，徐倩，李俊华，王洪涛

《五邑大学学报(自然科学版)》

2024

Multi-Scale Masked Autoencoders for Cross-Session Emotion Recognition

Miaoqi Pang, Hongtao Wang, Jiayang Huang, Chi-Man Vong, Zhi-Qiang Zeng, Chuangquan Chen

IEEE transactions on neural systems and rehabilitation engineering

DOI

2024

A Multi-modal Framework with Contrastive Learning and Sequential Encoding for Enhanced Sleep Stage Detection

Zehui Wang, Zhihan Zhang, Hongtao Wang

Lecture notes in computer science

DOI

2024

Improved dilation CapsuleNet for motor imagery and mental arithmetic classification based on fNIRS

Yu Li, Tao Xu, Junhua Li, Feng Wan, Hongtao Wang

Brain-Apparatus Communication A Journal of Bacomics

DOI

2024

A Cascade xDAWN EEGNet Structure for Unified Visual-Evoked Related Potential Detection

Hongtao Wang, Zehui Wang, Yu Sun, Zhen Yuan, Tao Xu, Junhua Li

IEEE Transactions on Neural Systems and Rehabilitation Engineering

DOI

2023

融合知识迁移和改进YOLOv6的变电设备热像检测方法

赵振兵，冯烁，赵文清，翟永杰，王洪涛

《智能系统学报》

2023

基于自注意力的胶囊网络脑工作负荷分类

于银虎，王洪涛，李俊华

《五邑大学学报(自然科学版)》

2023

A review of deep learning methods for cross-subject rapid serial visual presentation detection in World Robot Contest 2022

Zehui Wang, Hongfei Zhang, Zhouyu Ji, Yuliang Yang, Hongtao Wang

Brain Science Advances

DOI

2023

Editorial: Machine learning and deep learning in biomedical signal analysis

Bao Feng, Tianyou Yu, Hongtao Wang, Ke Liu, Wei Wu, Wansheng Long

Frontiers in Human Neuroscience

DOI

2023

Self-Attentive Channel-Connectivity Capsule Network for EEG-Based Driving Fatigue Detection

Chuangquan Chen, Zhouyu Ji, Yu Sun, Anastasios Bezerianos, Nitish V. Thakor, Hongtao Wang

IEEE Transactions on Neural Systems and Rehabilitation Engineering

DOI

2023

ST-CapsNet: Linking Spatial and Temporal Attention With Capsule Network for P300 Detection Improvement

Zehui Wang, Chuangquan Chen, Junhua Li, Feng Wan, Yu Sun, Hongtao Wang

IEEE Transactions on Neural Systems and Rehabilitation Engineering

DOI

2023

Motor Imagery Decoding Enhancement Based on Hybrid EEG-fNIRS Signals

Tao Xu, Zhengkang Zhou, Yuliang Yang, Yu Li, Junhua Li, Anastasios Bezerianos, Hongtao Wang

IEEE Access

DOI

2023

Driving Fatigue Effects on Cross-Frequency Phase Synchrony Embedding in Multilayer Brain Network

Shun Liu, Chi Man Wong, Xucheng Liu, Hongtao Wang, Anastasios Bezerianos, Yu Sun, Tzyy‐Ping Jung, Feng Wan

IEEE Transactions on Instrumentation and Measurement

DOI

2022

The Effect of Multiple Factors on Working Memory Capacities: Aging, Task Difficulty, and Training

Tao Xu, Jiajia Huang, Zian Pei, Jiaqing Chen, Junhua Li, Anastasios Bezerianos, Nitish V. Thakor, Hongtao Wang

IEEE Transactions on Biomedical Engineering

DOI

2022

Application of Kurtosis Based Dynamic Window to Enhance SSVEP Recognition

Haojun Yin, Zhouyu Ji, Zequan Lian, Yuliang Yang, Nankun Liu, Hongtao Wang

China Automation Congress (CAC)

DOI

2022

An EEG study of human trust in autonomous vehicles based on graphic theoretical analysis

Tao Xu, Andrei Dragomir, Xucheng Liu, Haojun Yin, Feng Wan, Anastasios Bezerianos, Hongtao Wang

Frontiers in Neuroinformatics

DOI

2022

An improved EEGNet for single-trial EEG classification in rapid serial visual presentation task

Hongfei Zhang, Zehui Wang, Yinhu Yu, Haojun Yin, Chuangquan Chen, Hongtao Wang

Brain Science Advances

DOI

2022

Effects of Rest-Break on mental fatigue recovery based on EEG dynamic functional connectivity

Tao Xu, Linfeng Xu, Hongfei Zhang, Zhouyu Ji, Junhua Li, Anastasios Bezerianos, Hongtao Wang

Biomedical Signal Processing and Control

DOI

2022

Fusing Frequency-Domain Features and Brain Connectivity Features for Cross-Subject Emotion Recognition

Chuangquan Chen, Zhencheng Li, Feng Wan, Leicai Xu, Anastasios Bezerianos, Hongtao Wang

IEEE Transactions on Instrumentation and Measurement

DOI

2021

事件相关电位（P300）脑电信号解码的两个问题及其解决方法

张鸿飞，殷浩钧，于银虎，许林峰，岳洪伟，王洪涛

《五邑大学学报(自然科学版)》

2021

Easy Domain Adaptation for cross-subject multi-view emotion recognition

Chuangquan Chen, Chi-Man Vong, Shitong Wang, Hongtao Wang, Miaoqi Pang

Knowledge-Based Systems

DOI

2021

E-Key: An EEG-Based Biometric Authentication and Driving Fatigue Detection System

Tao Xu, Hongtao Wang, Guanyong Lu, Feng Wan, Mengqi Deng, Peng Qi, Anastasios Bezerianos, Cuntai Guan, Yu Sun

IEEE Transactions on Affective Computing

DOI

2021

Emotion Specific Network with Multi-dimension Features in Emotion Recognition

Gufeng Jia, Xucheng Liu, Hongtao Wang, Yong Sheng Hu, Feng Wan

IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)

DOI

2021

Toward practical driving fatigue detection using three frontal EEG channels: a proof-of-concept study

Xucheng Liu, Gang Li, Sujie Wang, Feng Wan, Yi Ming Sun, Hongtao Wang, Anastasios Bezerianos, Chuantao Li, Yu Sun

Physiological Measurement

DOI

2021

Brain-Controlled Wheelchair Review: From Wet Electrode to Dry Electrode, From Single Modal to Hybrid Modal, From Synchronous to Asynchronous

Hongtao Wang, Fan Yan, Tao Xu, Haojun Yin, Peng Chen, Hongwei Yue, Chuangquan Chen, Hongfei Zhang, Linfeng Xu, Yuebang He, Anastasios Bezerianos

IEEE Access

DOI

2021

Performance Enhancement of P300 Detection by Multiscale-CNN

Hongtao Wang, Zian Pei, Linfeng Xu, Tao Xu, Anastasios Bezerianos, Yu Sun, Junhua Li

IEEE Transactions on Instrumentation and Measurement

DOI

2020

EEG Signals Denoising Using Bayesian Estimation

Jiahe Guo, Hongtao Wang, Chen-Jie Zhang, Xue-Mei Bai

2020 IEEE International Conference on Advances in Electrical Engineering and Computer Applications( AEECA)

DOI

2020

Linking Attention-Based Multiscale CNN With Dynamical GCN for Driving Fatigue Detection

Hongtao Wang, Linfeng Xu, Anastasios Bezerianos, Chuangquan Chen, Zhiguo Zhang

IEEE Transactions on Instrumentation and Measurement

DOI

2020

A Novel Multiple Motor Imagery Experimental Paradigm Design and Neural Decoding

Cong Tang, Linfeng Xu, Peng Chen, Yuebang He, Anastasios Bezerianos, Hongtao Wang

Chinese Automation Congress

DOI

2020

A Channel Selection Method for Event Related Potential Detection based on Random Forest and Genetic Algorithm

Cong Tang, Tao Xu, Peng Chen, Yuebang He, Anastasios Bezerianos, Hongtao Wang

Chinese Automation Congress

DOI

2020

EEG-Based Multiclass Workload Identification Using Feature Fusion and Selection

Zian Pei, Hongtao Wang, Anastasios Bezerianos, Junhua Li

IEEE Transactions on Instrumentation and Measurement

DOI

2020

The Effect of Longitudinal Training on Working Memory Capacities: An Exploratory EEG Study

Zian Pei, Tao Xu, Anastasios Bezerianos, Junhua Li, Yu Sun, Hongtao Wang

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society

DOI

2020

Dynamic Reorganization of Functional Connectivity Unmasks Fatigue Related Performance Declines in Simulated Driving

Hongtao Wang, Xucheng Liu, Hongying Hu, Feng Wan, Ting Li, Lingyun Gao, Anastasios Bezerianos, Yu Sun, Tzyy‐Ping Jung

IEEE Transactions on Neural Systems and Rehabilitation Engineering

DOI

2020

Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization

Hongtao Wang, Xucheng Liu, Junhua Li, Tao Xu, Anastasios Bezerianos, Yu Sun, Feng Wan

IEEE Transactions on Cognitive and Developmental Systems

DOI

2020

An Approach of One-vs-Rest Filter Bank Common Spatial Pattern and Spiking Neural Networks for Multiple Motor Imagery Decoding

Hongtao Wang, Cong Tang, Tao Xu, Ting Li, Linfeng Xu, Hongwei Yue, Peng Chen, Junhua Li, Anastasios Bezerianos

IEEE Access

DOI

2020

Diverse Feature Blend Based on Filter-Bank Common Spatial Pattern and Brain Functional Connectivity for Multiple Motor Imagery Detection

Hongtao Wang, Tao Xu, Cong Tang, Hongwei Yue, Chuangquan Chen, Linfeng Xu, Zian Pei, Jiajun Dong, Anastasios Bezerianos, Junhua Li

IEEE Access

DOI

2019

Regression-Based Continuous Driving Fatigue Estimation: Toward Practical Implementation

Rohit Bose, Hongtao Wang, Andrei Dragomir, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li

IEEE Transactions on Cognitive and Developmental Systems

DOI

2019

Driving Fatigue Classification Based on Fusion Entropy Analysis Combining EOG and EEG

Hongtao Wang, Cong Wu, Ting Li, Yuebang He, Peng Chen, Anastasios Bezerianos

IEEE Access

DOI

2019

Emotion Recognition and Dynamic Functional Connectivity Analysis Based on EEG

Xucheng Liu, Ting Li, Cong Tang, Tao Xu, Peng Chen, Anastasios Bezerianos, Hongtao Wang

IEEE Access

DOI

2018

The control of a virtual automatic car based on multiple patterns of motor imagery BCI

Hongtao Wang, Ting Li, Anastasios Bezerianos, Hui Huang, Yuebang He, Peng Chen

Medical & Biological Engineering & Computing

DOI

2018

Boosting Transfer Learning Improves Performance of Driving Drowsiness Classification Using EEG

Jiancong He, Guoxu Zhou, Hongtao Wang, Evangelos Sigalas, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li

International Workshop on Pattern Recognition in NeuroImaging

DOI

2018

A novel real-time driving fatigue detection system based on wireless dry EEG

Hongtao Wang, Andrei Dragomir, Nida Itrat Abbasi, Junhua Li, Nitish V. Thakor, Anastasios Bezerianos

Cognitive Neurodynamics

DOI

2018

Functional Connectivity Analysis of Mental Fatigue Reveals Different Network Topological Alterations Between Driving and Vigilance Tasks

Georgios Ν. Dimitrakopoulos, Iοannis Kakkos, Zhongxiang Dai, Hongtao Wang, Kyriakos Sgarbas, Nitish V. Thakor, Anastasios Bezerianos, Yu Sun

IEEE Transactions on Neural Systems and Rehabilitation Engineering

DOI

2017

Brain‐controlled wheelchair controlled by sustained and brief motor imagery BCIs

Hongtao Wang, Anastasios Bezerianos

Electronics Letters

DOI

2014

Coordinated control of an intelligentwheelchair based on a brain-computer interface and speech recognition

Hongtao Wang, Yuanqing Li, Tianyou Yu

Frontiers of Information Technology & Electronic Engineering

DOI

2014

An asynchronous wheelchair control by hybrid EEG–EOG brain–computer interface

Hongtao Wang, Yuanqing Li, Jinyi Long, Tianyou Yu, Zhenghui Gu

Cognitive Neurodynamics

DOI

2013

基于左右手运动想象的在线算法设计与应用

王洪涛，邹鹤良，李达强，何国渊

《数据采集与处理》

2012

A Hybrid Brain Computer Interface to Control the Direction and Speed of a Simulated or Real Wheelchair

Jinyi Long, Yuanqing Li, Hongtao Wang, Tianyou Yu, Jiahui Pan, Feng Li

IEEE Transactions on Neural Systems and Rehabilitation Engineering

DOI

2010

Satellite Television Remote Control System Based on Brain-Computer Interface

Hongtao Wang, Ting Li, HE Yi-hong, Peng Chen

International Conference on Intelligent Computation Technology and Automation

DOI

Cross-subject driving vigilance detection based on hybrid EEG-fNIRS brain-computer interface

Zhi-Zheng Yuan, Xu-Chen Liu, Xudong Jia, Zhen Yuan, Yu Sun, Rong-Gui Hu, Hongtao Wang

Expert systems with applications

DOI

Towards a nuanced classification of mental fatigue: A comprehensive review of detection techniques and prospective research

Xinsheng He, Shuran Li, Haiyan Zhang, Chuangquan Chen, Junhua Li, Andrei Dragomir, Anastasios Bezerianos, Hongtao Wang

Biomedical Signal Processing and Control

DOI

精选作品

期刊论文

基于改进Yolox-s的无人机桥梁裂缝检测

STPA-Net: integrating spatio-temporal convolutional, multi-scale feature pyramid, and multi-attention mechanisms for EEG-based emotion decoding

A real-time FPGA implementation for cerebellar Purkinje cell model

Quantitative EEG Evidences Reveal an Effective Approach for Regulating Negative Emotions via Listening Mindfulness-Based Music

Dse-net based aphasia patient identification and semantic decoding from EEG signals

PyraConvTNet: A pyramid-enhanced DeepConvNet with transformer for novel P300-smart home system

多尺度融合增强与注意力机制结合的图像语义分割

面向边缘设备的目标检测模型研究

Decoding Hybrid EEG-fNIRS Upper Limb Motor Execution with Capsule Dynamic Graph Convolutional Neural Network

Watching Positive Videos Facilitates Mental Fatigue Recovery: A Task fMRI Study

Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition

CBAM-DeepConvNet: Convolutional Block Attention Module-Deep Convolutional Neural Network for asymmetric visual evoked potentials recognition

FFTNet: fNIRS-based frequency-enhanced patch network for driving fatigue detection

Subject-specific CNN model with parameter-based transfer learning for SSVEP detection

MetaNIRS: A general decoding framework for fNIRS based motor execution/imagery

融合生成对抗网络和难例挖掘的产品质量预测模型

基于域适应的多模态跨被试驾驶疲劳检测方法

Multi-Scale Masked Autoencoders for Cross-Session Emotion Recognition

A Multi-modal Framework with Contrastive Learning and Sequential Encoding for Enhanced Sleep Stage Detection

Improved dilation CapsuleNet for motor imagery and mental arithmetic classification based on fNIRS

A Cascade xDAWN EEGNet Structure for Unified Visual-Evoked Related Potential Detection

融合知识迁移和改进YOLOv6的变电设备热像检测方法

基于自注意力的胶囊网络脑工作负荷分类

A review of deep learning methods for cross-subject rapid serial visual presentation detection in World Robot Contest 2022

Editorial: Machine learning and deep learning in biomedical signal analysis

Self-Attentive Channel-Connectivity Capsule Network for EEG-Based Driving Fatigue Detection

ST-CapsNet: Linking Spatial and Temporal Attention With Capsule Network for P300 Detection Improvement

Motor Imagery Decoding Enhancement Based on Hybrid EEG-fNIRS Signals

Driving Fatigue Effects on Cross-Frequency Phase Synchrony Embedding in Multilayer Brain Network

The Effect of Multiple Factors on Working Memory Capacities: Aging, Task Difficulty, and Training

Application of Kurtosis Based Dynamic Window to Enhance SSVEP Recognition

An EEG study of human trust in autonomous vehicles based on graphic theoretical analysis

An improved EEGNet for single-trial EEG classification in rapid serial visual presentation task

Effects of Rest-Break on mental fatigue recovery based on EEG dynamic functional connectivity

Fusing Frequency-Domain Features and Brain Connectivity Features for Cross-Subject Emotion Recognition

事件相关电位（P300）脑电信号解码的两个问题及其解决方法

Easy Domain Adaptation for cross-subject multi-view emotion recognition

E-Key: An EEG-Based Biometric Authentication and Driving Fatigue Detection System

Emotion Specific Network with Multi-dimension Features in Emotion Recognition

Toward practical driving fatigue detection using three frontal EEG channels: a proof-of-concept study

Brain-Controlled Wheelchair Review: From Wet Electrode to Dry Electrode, From Single Modal to Hybrid Modal, From Synchronous to Asynchronous

Performance Enhancement of P300 Detection by Multiscale-CNN

EEG Signals Denoising Using Bayesian Estimation

Linking Attention-Based Multiscale CNN With Dynamical GCN for Driving Fatigue Detection

A Novel Multiple Motor Imagery Experimental Paradigm Design and Neural Decoding

A Channel Selection Method for Event Related Potential Detection based on Random Forest and Genetic Algorithm

EEG-Based Multiclass Workload Identification Using Feature Fusion and Selection

The Effect of Longitudinal Training on Working Memory Capacities: An Exploratory EEG Study

Dynamic Reorganization of Functional Connectivity Unmasks Fatigue Related Performance Declines in Simulated Driving

Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization

An Approach of One-vs-Rest Filter Bank Common Spatial Pattern and Spiking Neural Networks for Multiple Motor Imagery Decoding

Diverse Feature Blend Based on Filter-Bank Common Spatial Pattern and Brain Functional Connectivity for Multiple Motor Imagery Detection

Regression-Based Continuous Driving Fatigue Estimation: Toward Practical Implementation

Driving Fatigue Classification Based on Fusion Entropy Analysis Combining EOG and EEG

Emotion Recognition and Dynamic Functional Connectivity Analysis Based on EEG

The control of a virtual automatic car based on multiple patterns of motor imagery BCI

Boosting Transfer Learning Improves Performance of Driving Drowsiness Classification Using EEG

A novel real-time driving fatigue detection system based on wireless dry EEG

Functional Connectivity Analysis of Mental Fatigue Reveals Different Network Topological Alterations Between Driving and Vigilance Tasks

Brain‐controlled wheelchair controlled by sustained and brief motor imagery BCIs

Coordinated control of an intelligentwheelchair based on a brain-computer interface and speech recognition

An asynchronous wheelchair control by hybrid EEG–EOG brain–computer interface

基于左右手运动想象的在线算法设计与应用

A Hybrid Brain Computer Interface to Control the Direction and Speed of a Simulated or Real Wheelchair

Satellite Television Remote Control System Based on Brain-Computer Interface

Cross-subject driving vigilance detection based on hybrid EEG-fNIRS brain-computer interface

Towards a nuanced classification of mental fatigue: A comprehensive review of detection techniques and prospective research

会议论文

P300 Recognition Based on Ensemble of SVMs——BCI Controlled Robot Contest of 2019 World Robot Conference

The Four Arithmetic Operations for Handwritten Digit Recognition Based On Convolutional Neural Network

研究方向