Hong Peng

57 papers C 4Journal 32Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Coupling multi-view features and personalized alignment for depression recognition with fNIRS.
Biomed. Signal Process. Control.
Siyao Yan, Rui Yang, Lu Zhang, Jisheng Dang, Hong Peng, Bin Hu
2026 J jnl
Graph-enhanced dual low-rank correlation embedding for spatio-temporal EEG fusion in depression recognition.
Neural Networks
Lu Zhang, Jisheng Dang, Shu Zhang, Wencheng Gan, Juan Wang, Bin Hu, Gang Feng, Hong Peng
2026 J jnl
Multimodal graph fusion-based GCN for Alzheimer's disease diagnosis using fMRI and T1-weighted MRI.
Neural Networks
Guowei Wang, Tongtong Li, Qi Sun, Hong Peng, Taowen Ren, Yu Fu, Zhijun Yao, Bin Hu
2026 J jnl
Spatio-temporal fusion of fNIRS signals with multi-view structured sparse canonical correlation analysis for depression detection.
Inf. Sci.
Yushan Wu, Jitao Zhong, Siyao Yan, Shu Zhang, Lu Zhang, Zhijun Yao, Xinyan Zhang, Juan Wang, Jinlong Chao, Bin Hu, Hong Peng
2025 J jnl
Exploring functional near-infrared spectroscopy and transfer learning for discriminating major depressive disorder and generalized anxiety disorder.
Biomed. Signal Process. Control.
Hele Liu, Jinzhou Zhu, Jitao Zhong, Shi Qiao, Lu Zhang, Jiangang Li, Bin Hu, Sujie Ma, Hong Peng
2025 J jnl
Fusing spatio-temporal information using supervised local low-rank correlation embedding for depression recognition.
Neurocomputing
Lu Zhang, Peng Xu, Zhijun Yao, Xinyan Zhang, Juan Wang, Bin Hu, Gang Feng, Hong Peng
2025 J jnl
Locality-constrained robust discriminant non-negative matrix factorization for depression detection: An fNIRS study.
Neurocomputing
Yushan Wu, Jitao Zhong, Lu Zhang, Hele Liu, Shuai Shao, Bin Hu, Hong Peng
2025 J jnl
Robust semi-supervised extraction of information using functional near-infrared spectroscopy for diagnosing depression.
Biomed. Signal Process. Control.
Shi Qiao, Jitao Zhong, Lu Zhang, Hele Liu, Jiangang Li, Hong Peng, Bin Hu
2025 J jnl
Soft fusion of channel information in depression detection using functional near-infrared spectroscopy.
Inf. Process. Manag.
Jitao Zhong, Yushan Wu, Hele Liu, Jinlong Chao, Bin Hu, Sujie Ma, Hong Peng
2025 J jnl
Sparse discriminant manifold projections for automatic depression recognition.
Neurocomputing
Lu Zhang, Jitao Zhong, Qinglin Zhao, Shi Qiao, Yushan Wu, Bin Hu, Sujie Ma, Hong Peng
2024 J jnl
Robust sparse graph regularized nonnegative matrix factorization for automatic depression diagnosis.
Biomed. Signal Process. Control.
Lu Zhang, Jitao Zhong, Quanhong Wang, Jinzhou Zhu, Hele Liu, Hong Peng, Bin Hu
2024 J jnl
Spatio-temporal scale information fusion of Functional Near-Infrared Spectroscopy signal for depression detection.
Knowl. Based Syst.
Jitao Zhong, Guangzhi Ma, Lu Zhang, Quanhong Wang, Shi Qiao, Hong Peng, Bin Hu
2023 J jnl
A hybrid SVM and kernel function-based sparse representation classification for automated epilepsy detection in EEG signals.
Neurocomputing
Quanhong Wang, Weizhuang Kong, Jitao Zhong, Zhengyang Shan, Juan Wang, Xiaowei Li, Hong Peng, Bin Hu
2023 J jnl
Exploratory Cross-Frequency Coupling and Scaling Analysis of Neuronal Oscillations Stimulated by Emotional Images: An Evidence From EEG.
IEEE Trans. Cogn. Dev. Syst.
Jinlong Chao, Shuzhen Zheng, Chang Lei, Hong Peng, Bin Hu
2023 J jnl
Feature extraction based on sparse graphs embedding for automatic depression detection.
Biomed. Signal Process. Control.
Jitao Zhong, Wenyan Du, Lu Zhang, Hong Peng, Bin Hu
2023 J jnl
Robust discriminant feature extraction for automatic depression recognition.
Biomed. Signal Process. Control.
Jitao Zhong, Zhengyang Shan, Xuan Zhang, Haifeng Lu, Hong Peng, Bin Hu
2023 J jnl
Vigilance estimation using truncated l1 distance kernel-based sparse representation regression with physiological signals.
Comput. Methods Programs Biomed.
Xuan Zhang, Dixin Wang, Hongtong Wu, Jinlong Chao, Jitao Zhong, Hong Peng, Bin Hu
2022 J jnl
A Hybrid Classification to Detect Abstinent Heroin-Addicted Individuals Using EEG Microstates.
IEEE Trans. Comput. Soc. Syst.
Juan Wang, Ru Peng, Quanying Liu, Hong Peng
2022 J jnl
Abnormal Attentional Bias of Non-Drug Reward in Abstinent Heroin Addicts: An ERP Study.
IEEE Trans. Affect. Comput.
Yanrong Hao, Yonghui Li, Jianxiu Li, Hong Peng, Qinglin Zhao, Bin Hu
2022 J jnl
Epileptic Seizure Detection in EEG Signals Using Discriminative Stein Kernel-Based Sparse Representation.
IEEE Trans. Instrum. Meas.
Chang Lei, Shuzhen Zheng, Xuan Zhang, Dixin Wang, Hongtong Wu, Hong Peng, Bin Hu
2022 J jnl
Filterable sample consensus based on angle variance for pupil segmentation.
Digit. Signal Process.
Jitao Zhong, Dixin Wang, Hongtong Wu, Peng Wang, Minqiang Yang, Hong Peng, Bin Hu
2021 J jnl
A novel automatic classification detection for epileptic seizure based on dictionary learning and sparse representation.
Neurocomputing
Hong Peng, Cancheng Li, Jinlong Chao, Tao Wang, Chengjian Zhao, Xiaoning Huo, Bin Hu
2021 J jnl
Attention-Based Multilevel Co-Occurrence Graph Convolutional LSTM for 3-D Action Recognition.
IEEE Internet Things J.
Shihao Xu, Haocong Rao, Hong Peng, Xin Jiang, Yi Guo, Xiping Hu, Bin Hu
2021 J jnl
Automatic epileptic seizure detection via Stein kernel-based sparse representation.
Comput. Biol. Medicine
Hong Peng, Chang Lei, Shuzhen Zheng, Chengjian Zhao, Chunyun Wu, Jieqiong Sun, Bin Hu
2021 — conf
Identification of Depression with a Semi-supervised GCN based on EEG Data.
BIBM
Dixin Wang, Chang Lei, Xuan Zhang, Hongtong Wu, Shuzhen Zheng, Jinlong Chao, Hong Peng
2021 — conf
Seizure Onset Detection Using Common Spatial Pattern and Discriminative Log-Euclidean Kernel-Based Gaussian Process.
BIBM
Chang Lei, Dixin Wang, Jinlong Chao, Xuan Zhang, Shuzhen Zheng, Hongtong Wu, Hong Peng
2020 C conf
A Novel Gait Analysis Method Based on The Pseudo-Velocity Model for Depression Detection.
HealthCom
Tao Wang, Jieqiong Sun, Jinlong Chao, Shuzhen Zheng, Chengjian Zhao, Chunyun Wu, Hong Peng
2020 C conf
F-score Based EEG Channel Selection Methods for Emotion Recognition.
HealthCom
Chengjian Zhao, Cancheng Li, Jinlong Chao, Tao Wang, Chang Lei, Juan Liu, Hong Peng
2020 — conf
Feature-level Fusion for Depression Recognition Based on fNIRS Data.
BIBM
Shuzhen Zheng, Chang Lei, Tao Wang, Chunyun Wu, Jieqiong Sun, Hong Peng
2020 — conf
Feature-level Fusion for Depression Recognition Based on fNIRS Data.
BIBM
Shuzhen Zheng, Chang Lei, Tao Wang, Chunyun Wu, Jieqiong Sun, Hong Peng
2020 J jnl
MODMA dataset: a Multi-model Open Dataset for Mental-disorder Analysis.
CoRR
Hanshu Cai, Yiwen Gao, Shuting Sun, Na Li, Fuze Tian, Han Xiao, Jianxiu Li, Zhengwu Yang, Xiaowei Li, Qinglin Zhao, Zhenyu Liu, Zhijun Yao, Minqiang Yang, Hong Peng, Jing Zhu, Xiaowei Zhang, Xiping Hu, Bin Hu
2019 J jnl
Mobile crowdsourcing based context-aware smart alarm sound for smart living.
Pervasive Mob. Comput.
Jiaqi Wang, Yanxiang Guo, Wenhan Han, Jianbo Zheng, Hong Peng, Xiping Hu, Jun Cheng
2019 J jnl
Multivariate Pattern Analysis of EEG-Based Functional Connectivity: A Study on the Identification of Depression.
IEEE Access
Hong Peng, Chen Xia, Zihan Wang, Jing Zhu, Xin Zhang, Shuting Sun, Jianxiu Li, Xiaoning Huo, Xiaowei Li
2018 J jnl
Cognition-Based Context-Aware Cloud Computing for Intelligent Robotic Systems in Mobile Education.
IEEE Access
Jianbo Zheng, Qieshi Zhang, Shihao Xu, Hong Peng, Qin Wu
2018 — conf
Research on the Classification and Channel Selection of Emotional EEG.
HCC
Jie Dang, Sirui Wang, Cancheng Li, Yongzong Wang, Hong Peng
2017 — conf
Risky Decision-Making in Abstinent Heroin Addicts: an ERP Study.
ICBBT
Bin Hu, Qinglin Zhao, Shuangshuang Zhou, Hong Peng, Quanying Liu
2017 — conf
Single-trial classification of fNIRS signal measured from prefrontal cortex during four directions motor imagery tasks.
BIBM
Hong Peng, Jinlong Chao, Yongzong Wang, Bin Hu, Dennis Majoe
2017 — conf
Stability study of the optimal channel selection for emotion classification from EEG.
BIBM
Hong Peng, Yongzong Wang, Jinlong Chao, Xiaoning Huo, Dennis Majoe
2017 — conf
Wearable EEG-Based Real-Time System for Depression Monitoring.
BI
Shengjie Zhao, Qinglin Zhao, Xiaowei Zhang, Hong Peng, Zhijun Yao, Jian Shen, Yuan Yao, Hua Jiang, Bin Hu
2016 — conf
A method of removing Ocular Artifacts from EEG using Discrete Wavelet Transform and Kalman Filtering.
BIBM
Yan Chen, Qinglin Zhao, Bin Hu, Jianpeng Li, Hua Jiang, Wenhua Lin, Yang Li, Shuangshuang Zhou, Hong Peng
2016 — conf
An ERP Study of Attentional Bias to Drug Cues in Heroin Dependence by Using Dot-Probe Task.
HCC
Zhijie Wei, Hanshu Cai, Qinglin Zhao, Quanli Han, Entan Ma, Guosheng Zhao, Hong Peng
2015 — conf
The Research of Depression Based on Power Spectrum.
BIH
Ming-Hou Sun, Qinglin Zhao, Bin Hu, Yan Chen, Lijuan Xu, Hong Peng
2014 — conf
Artifacts Reduction Method in EEG Signals with Wavelet Transform and Adaptive Filter.
Brain Informatics and Health
Rui Huang, Fei Heng, Bin Hu, Hong Peng, Qinglin Zhao, Qiuxia Shi, Jun Han
2013 — conf
A Humanoid Robot Used as an Assistive Intervention Tool for Children with Autism Spectrum Disorder: A Preliminary Research.
Brain and Health Informatics
Mingqi Zhao, Qinglin Zhao, Quanying Liu, Na Li, Hong Peng, Bin Hu
2013 J jnl
A method of identifying chronic stress by EEG.
Pers. Ubiquitous Comput.
Hong Peng, Bin Hu, Fang Zheng, Dangping Fan, Wen Zhao, Xuebin Chen, Yongxia Yang, Qingcui Cai
2013 — conf
A study on validity of cortical alpha connectivity for schizophrenia.
EMBC
Hong Peng, Bin Hu, Lanlan Li, Martyn Ratcliffe, Jingwei Zhai, Qinglin Zhao, Qiuxia Shi, Yunpeng Li, Quanying Liu
2013 — conf
Investigation of Chronic Stress Differences between Groups Exposed to Three Stressors and Normal Controls by Analyzing EEG Recordings.
ICONIP (2)
Na Li, Bin Hu, Jing Chen, Hong Peng, Qinglin Zhao, Mingqi Zhao
2013 J jnl
Removal of Ocular Artifacts in EEG - An Improved Approach Combining DWT and ANC for Portable Applications.
IEEE J. Biomed. Health Informatics
Hong Peng, Bin Hu, Qiuxia Shi, Martyn Ratcliffe, Qinglin Zhao, Yanbing Qi, Guoping Gao
2013 — conf
The removal of ocular artifactsfrom EEG signals: An adaptive modeling technique for portable applications.
BIBM
Yang Li, Bin Hu, Qinglin Zhao, Hong Peng, Yujun Shi, Yunpeng Li, Philip Moore
2012 — conf
A Low Cost Ergonomic EEG Sensor for Predicting Mental Illness.
HEALTHINF
Dennis Majoe, Jürg Gutknecht, Hong Peng
2011 C conf
A Real-Time Electroencephalogram (EEG) Based Individual Identification Interface for Mobile Security in Ubiquitous Environment.
APSCC
Bin Hu, Quanying Liu, Qinglin Zhao, Yanbing Qi, Hong Peng
2011 — conf
An improved EEG de-noising approach in electroencephalogram (EEG) for home care.
PervasiveHealth
Hong Peng, Bin Hu, Yanbing Qi, Qinglin Zhao, Martyn Ratcliffe
2011 J jnl
EEG-Based Cognitive Interfaces for Ubiquitous Applications: Developments and Challenges.
IEEE Intell. Syst.
Bin Hu, Dennis Majoe, Martyn Ratcliffe, Yanbing Qi, Qinglin Zhao, Hong Peng, Dangping Fan, Fang Zheng, Mike Jackson, Philip Moore
2011 — conf
User-centered depression prevention: An EEG approach to pervasive healthcare.
PervasiveHealth
Hong Peng, Bin Hu, Quanying Liu, Qunxi Dong, Qinglin Zhao, Philip Moore
2010 J jnl
Improve Affective Learning with EEG Approach.
Comput. Informatics
Xiaowei Li, Qinglin Zhao, Bin Hu, Li Liu, Hong Peng, Yanbing Qi, Chengsheng Mao, Zheng Fang, Quanying Liu
2010 — conf
Improving Individual Identification in Security Check with an EEG Based Biometric Solution.
Brain Informatics
Qinglin Zhao, Hong Peng, Bin Hu, Quanying Liu, Li Liu, Yanbing Qi, Lanlan Li
2010 C conf
Towards an Efficient and Accurate EEG Data Analysis in EEG-Based Individual Identification.
UIC
Qinglin Zhao, Hong Peng, Bin Hu, Lanlan Li, Yanbing Qi, Quanying Liu, Li Liu