Hong Peng

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 25

Top Topics

Negative Matrix Factorization

Wavelet Transform

Sparse Representation

Top Venues

Biomed. Signal Process. Control.

Publications

Lu Zhang, Jitao Zhong, Quanhong Wang, Jinzhou Zhu, Hele Liu, Hong Peng, Bin Hu
Robust sparse graph regularized nonnegative matrix factorization for automatic depression diagnosis. Biomed. Signal Process. Control. 93 (2024)
Jitao Zhong, Guangzhi Ma, Lu Zhang, Quanhong Wang, Shi Qiao, Hong Peng, Bin Hu
Spatio-temporal scale information fusion of Functional Near-Infrared Spectroscopy signal for depression detection. Knowl. Based Syst. 283 (2024)
Xuan Zhang, Dixin Wang, Hongtong Wu, Jinlong Chao, Jitao Zhong, Hong Peng, Bin Hu
Vigilance estimation using truncated l1 distance kernel-based sparse representation regression with physiological signals. Comput. Methods Programs Biomed. 242 (2023)
Jitao Zhong, Wenyan Du, Lu Zhang, Hong Peng, Bin Hu
Feature extraction based on sparse graphs embedding for automatic depression detection. Biomed. Signal Process. Control. 86 (Part B) (2023)
Jinlong Chao, Shuzhen Zheng, Chang Lei, Hong Peng, Bin Hu
Exploratory Cross-Frequency Coupling and Scaling Analysis of Neuronal Oscillations Stimulated by Emotional Images: An Evidence From EEG. IEEE Trans. Cogn. Dev. Syst. 15 (4) (2023)
Jitao Zhong, Zhengyang Shan, Xuan Zhang, Haifeng Lu, Hong Peng, Bin Hu
Robust discriminant feature extraction for automatic depression recognition. Biomed. Signal Process. Control. 82 (2023)
Quanhong Wang, Weizhuang Kong, Jitao Zhong, Zhengyang Shan, Juan Wang, Xiaowei Li, Hong Peng, Bin Hu
A hybrid SVM and kernel function-based sparse representation classification for automated epilepsy detection in EEG signals. Neurocomputing 562 (2023)
Juan Wang, Ru Peng, Quanying Liu, Hong Peng
A Hybrid Classification to Detect Abstinent Heroin-Addicted Individuals Using EEG Microstates. IEEE Trans. Comput. Soc. Syst. 9 (3) (2022)
Chang Lei, Shuzhen Zheng, Xuan Zhang, Dixin Wang, Hongtong Wu, Hong Peng, Bin Hu
Epileptic Seizure Detection in EEG Signals Using Discriminative Stein Kernel-Based Sparse Representation. IEEE Trans. Instrum. Meas. 71 (2022)
Jitao Zhong, Dixin Wang, Hongtong Wu, Peng Wang, Minqiang Yang, Hong Peng, Bin Hu
Filterable sample consensus based on angle variance for pupil segmentation. Digit. Signal Process. 130 (2022)
Yanrong Hao, Yonghui Li, Jianxiu Li, Hong Peng, Qinglin Zhao, Bin Hu
Abnormal Attentional Bias of Non-Drug Reward in Abstinent Heroin Addicts: An ERP Study. IEEE Trans. Affect. Comput. 13 (3) (2022)
Hong Peng, Cancheng Li, Jinlong Chao, Tao Wang, Chengjian Zhao, Xiaoning Huo, Bin Hu
A novel automatic classification detection for epileptic seizure based on dictionary learning and sparse representation. Neurocomputing 424 (2021)
Shihao Xu, Haocong Rao, Hong Peng, Xin Jiang, Yi Guo, Xiping Hu, Bin Hu
Attention-Based Multilevel Co-Occurrence Graph Convolutional LSTM for 3-D Action Recognition. IEEE Internet Things J. 8 (21) (2021)
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
MODMA dataset: a Multi-model Open Dataset for Mental-disorder Analysis. CoRR (2020)
Hong Peng, Chen Xia, Zihan Wang, Jing Zhu, Xin Zhang, Shuting Sun, Jianxiu Li, Xiaoning Huo, Xiaowei Li
Multivariate Pattern Analysis of EEG-Based Functional Connectivity: A Study on the Identification of Depression. IEEE Access 7 (2019)
Jiaqi Wang, Yanxiang Guo, Wenhan Han, Jianbo Zheng, Hong Peng, Xiping Hu, Jun Cheng
Mobile crowdsourcing based context-aware smart alarm sound for smart living. Pervasive Mob. Comput. 55 (2019)
Jianbo Zheng, Qieshi Zhang, Shihao Xu, Hong Peng, Qin Wu
Cognition-Based Context-Aware Cloud Computing for Intelligent Robotic Systems in Mobile Education. IEEE Access 6 (2018)
Jie Dang, Sirui Wang, Cancheng Li, Yongzong Wang, Hong Peng
Research on the Classification and Channel Selection of Emotional EEG. HCC (2018)
Hong Peng, Yongzong Wang, Jinlong Chao, Xiaoning Huo, Dennis Majoe
Stability study of the optimal channel selection for emotion classification from EEG. BIBM (2017)
Hong Peng, Jinlong Chao, Yongzong Wang, Bin Hu, Dennis Majoe
Single-trial classification of fNIRS signal measured from prefrontal cortex during four directions motor imagery tasks. BIBM (2017)
Shengjie Zhao, Qinglin Zhao, Xiaowei Zhang, Hong Peng, Zhijun Yao, Jian Shen, Yuan Yao, Hua Jiang, Bin Hu
Wearable EEG-Based Real-Time System for Depression Monitoring. BI (2017)
Bin Hu, Qinglin Zhao, Shuangshuang Zhou, Hong Peng, Quanying Liu
Risky Decision-Making in Abstinent Heroin Addicts: an ERP Study. ICBBT (2017)
Yan Chen, Qinglin Zhao, Bin Hu, Jianpeng Li, Hua Jiang, Wenhua Lin, Yang Li, Shuangshuang Zhou, Hong Peng
A method of removing Ocular Artifacts from EEG using Discrete Wavelet Transform and Kalman Filtering. BIBM (2016)
Zhijie Wei, Hanshu Cai, Qinglin Zhao, Quanli Han, Entan Ma, Guosheng Zhao, Hong Peng
An ERP Study of Attentional Bias to Drug Cues in Heroin Dependence by Using Dot-Probe Task. HCC (2016)
Ming-Hou Sun, Qinglin Zhao, Bin Hu, Yan Chen, Lijuan Xu, Hong Peng
The Research of Depression Based on Power Spectrum. BIH (2015)
Rui Huang, Fei Heng, Bin Hu, Hong Peng, Qinglin Zhao, Qiuxia Shi, Jun Han
Artifacts Reduction Method in EEG Signals with Wavelet Transform and Adaptive Filter. Brain Informatics and Health (2014)
Hong Peng, Bin Hu, Fang Zheng, Dangping Fan, Wen Zhao, Xuebin Chen, Yongxia Yang, Qingcui Cai
A method of identifying chronic stress by EEG. Pers. Ubiquitous Comput. 17 (7) (2013)
Mingqi Zhao, Qinglin Zhao, Quanying Liu, Na Li, Hong Peng, Bin Hu
A Humanoid Robot Used as an Assistive Intervention Tool for Children with Autism Spectrum Disorder: A Preliminary Research. Brain and Health Informatics (2013)
Hong Peng, Bin Hu, Qiuxia Shi, Martyn Ratcliffe, Qinglin Zhao, Yanbing Qi, Guoping Gao
Removal of Ocular Artifacts in EEG - An Improved Approach Combining DWT and ANC for Portable Applications. IEEE J. Biomed. Health Informatics 17 (3) (2013)
Hong Peng, Bin Hu, Lanlan Li, Martyn Ratcliffe, Jingwei Zhai, Qinglin Zhao, Qiuxia Shi, Yunpeng Li, Quanying Liu
A study on validity of cortical alpha connectivity for schizophrenia. EMBC (2013)
Na Li, Bin Hu, Jing Chen, Hong Peng, Qinglin Zhao, Mingqi Zhao
Investigation of Chronic Stress Differences between Groups Exposed to Three Stressors and Normal Controls by Analyzing EEG Recordings. ICONIP (2) (2013)
Yang Li, Bin Hu, Qinglin Zhao, Hong Peng, Yujun Shi, Yunpeng Li, Philip Moore
The removal of ocular artifactsfrom EEG signals: An adaptive modeling technique for portable applications. BIBM (2013)
Dennis Majoe, Jürg Gutknecht, Hong Peng
A Low Cost Ergonomic EEG Sensor for Predicting Mental Illness. HEALTHINF (2012)
Hong Peng, Bin Hu, Quanying Liu, Qunxi Dong, Qinglin Zhao, Philip Moore
User-centered depression prevention: An EEG approach to pervasive healthcare. PervasiveHealth (2011)
Hong Peng, Bin Hu, Yanbing Qi, Qinglin Zhao, Martyn Ratcliffe
An improved EEG de-noising approach in electroencephalogram (EEG) for home care. PervasiveHealth (2011)
Bin Hu, Dennis Majoe, Martyn Ratcliffe, Yanbing Qi, Qinglin Zhao, Hong Peng, Dangping Fan, Fang Zheng, Mike Jackson, Philip Moore
EEG-Based Cognitive Interfaces for Ubiquitous Applications: Developments and Challenges. IEEE Intell. Syst. 26 (5) (2011)
Bin Hu, Quanying Liu, Qinglin Zhao, Yanbing Qi, Hong Peng
A Real-Time Electroencephalogram (EEG) Based Individual Identification Interface for Mobile Security in Ubiquitous Environment. APSCC (2011)
Qinglin Zhao, Hong Peng, Bin Hu, Quanying Liu, Li Liu, Yanbing Qi, Lanlan Li
Improving Individual Identification in Security Check with an EEG Based Biometric Solution. Brain Informatics (2010)
Qinglin Zhao, Hong Peng, Bin Hu, Lanlan Li, Yanbing Qi, Quanying Liu, Li Liu
Towards an Efficient and Accurate EEG Data Analysis in EEG-Based Individual Identification. UIC (2010)