Publications

Gan Huang, Zhiheng Zhao, Shaorong Zhang, Zhenxing Hu, Jiaming Fan, Meisong Fu, Jiale Chen, Yaqiong Xiao, Jun Wang, Guo Dan (2023). Discrepancy between inter-and intra-subject variability in EEG-based motor imagery brain-computer interface Evidence from multiple perspectives. FRONT NEUROSCI-SWITZ.

Shuyue Xu, Zhiguo Zhang, Linling Li, Yongjie Zhou, Danyi Lin, Min Zhang, Li Zhang, Gan Huang, Xiqin Liu, Benjamin Becker, Zhen Liang (2023). Functional Connectivity Profiles of the Default Mode and Visual Networks Reflect Temporal Accumulative Effects of Sustained Naturalistic Emotional Experience. NEUROIMAGE.

Linling Li, Yutong Li, Zhaoxun Li, Gan Huang, Zhen Liang, Li Zhang, Feng Wan, Manjun Shen, Xue Han, Zhiguo Zhang (2023). Multimodal and hemispheric graph-theoretical brain network predictors of learning efficacy for frontal alpha asymmetry neurofeedback. COGN NEURODYNAMICS.

Libo Zhang, Xuejing Lu, Gan Huang, Huijuan Zhang, Yiheng Tu, Yazhuo Kong, Li Hu (2022). Selective and replicable neuroimaging-based indicators of pain discriminability. Cell Reports Medicine.

Gan Huang, Zhenxing Hu, Weize Chen, Shaorong Zhang, Zhen Liang, Linling Li, Li Zhang, Zhiguo Zhang (2022). M3CV A multi-subject, multi-session, and multi-task database for EEG-based biometrics challenge. NEUROIMAGE.

Zhen Liang, Xihao Zhang, Rushuang Zhou, Li Zhang, Linling Li, Gan Huang, Zhiguo Zhang (2022). Cross-Individual Affective Detection Using EEG Signals with Audio-Visual Embedding. Neurocomputing.

Wanrou Hu, Zhiguo Zhang, Huilin Zhao, Li Zhang, Linling Li, Gan Huang, Zhen Liang (2022). EEG microstate correlates of emotion dynamics and stimulation content during video watching. CEREB CORTEX.

Hu Zhenxing, Zhiguo Zhang, Zhen Liang, Li Zhang, Linling Li, Gan Huang (2022). A new perspective on individual reliability beyond group effect for event-related potentials: A multisensory investigation and computational modeling. NEUROIMAGE.

Xingyi Jin, Zhiguo Zhang, Li Zhang, Linling Li, Gan Huang (2022). Using a new phase-locked visual feedback protocol to affirm simpler models for alpha dynamics. J NEUROSCI METH.

Weize Chen, Gan Huang, Zhenxing Hu, Li Zhang, Linling Li, Zhen Liang, Zhiguo Zhang (2021). Cross-Sessions and Cross-Paradigms Analysis for the Problem of Brain-Computer Interface Inefficiency. 2021 27th International Conference on Mechatronics and Machine Vision in Practice (M2VIP).

Zhen Liang, Rushuang Zhou, Li Zhang, Linling Li, Gan Huang, Zhiguo Zhang, Shin Ishii (2021). EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition. IEEE T NEUR SYS REH.

Gan Huang, Liang Xiaoqi, Hou Shaohui, Liang Zhen, Li Linling, Zhang Li, Zhang Zhiguo (2021). Cognitive Response in Steady State Evoked Potential. INT J PSYCHOPHYSIOL.

Linling Li, Yinxue Wang, Yixuan Zeng, Shaohui Hou, Gan Huang, Li Zhang, Nan Yan, Lijie Ren, Zhiguo Zhang (2021). Multimodal Neuroimaging Predictors of Learning Performance of Sensorimotor Rhythm Up-Regulation Neurofeedback. FRONT NEUROSCI-SWITZ.

Xingyi Jin, Li Zhang, Linling Li, Zhen Liang, Zhiguo Zhang, Gan Huang (2021). Neural dynamics of closed-loop alpha wave modulation via phase-locked visual feedback. 2021 10th International IEEE/EMBS Conference on Neural Engineering (NER).

Mengjiao Du, Li Zhang, Linling Li, Erni Ji, Xue Han, Gan Huang, Zhen Liang, Li Shi, Haichen Yang, Zhiguo Zhang (2021). Abnormal transitions of dynamic functional connectivity states in bipolar disorder: A whole-brain resting-state fMRI study. J AFFECT DISORDERS.

Xiaoxia Zhang, Linling Li, Gan Huang, Li Zhang, Zhen Liang, Li Shi, Zhiguo Zhang (2021). A Multisensory fMRI Investigation of Nociceptive-preferential Cortical Regions and Responses. FRONT NEUROSCI-SWITZ.

Mengyin Wei, Linling Li, Gan Huang, Fei Tang, Zhiguo Zhang (2021). Deep Learning in EEG Decoding: A Review. CHIN J BIOMED ENG.

Rushi Zou, Linling Li, Li Zhang, Gan Huang, Zhen Liang, Zhiguo Zhang (2021). Predicting Individual Pain Thresholds From Morphological Connectivity Using Structural MRI: A Multivariate Analysis Study. FRONT NEUROSCI-SWITZ.

Qianqian Lin, Gan Huang, Linling Li, Li Zhang, Zhen Liang, Ahmed M Anter, Zhiguo Zhang (2021). Designing individual-specific and trial-specific models to accurately predict the intensity of nociceptive pain from single-trial fMRI responses. NEUROIMAGE.

Zhen Liang, Fangchao Li, Wanrou Hu, Gan Huang, Shigeyuki Oba, Zhiguo Zhang, Shin Ishii (2020). A Generalized Encoding System for Alpha Oscillations through Visual Saliency Analysis. IEEE T NEUR SYS REH.

Xinyue Wang, Shaohui Hou, Li Zhang, Linling Li, Zhen Liang, Zhiguo Zhang, Gan Huang (2020). The Real Time EEG Phase Locked Feedback Control for Alpha Amplitude and Frequency Regulation: An OpenBCI Implementation. 2020 9th International Conference on Bioinformatics and Biomedical Science.

Wanrou Hu, Gan Huang, Linling Li, Li Zhang, Zhiguo Zhang, Zhen Liang (2020). Video-triggered EEG-emotion public databases and current methods: A survey. BRAIN SCI ADV.

Hai Li, Gan Huang, Qiang Lin, Jiangli Zhao, Qiang Fu, Le Li, Yurong Mao, Xijun Wei, Wanzhang Yang, Bingshui Wang, Zhiguo Zhang, Dongfeng Huang (2020). EEG changes in time and time-frequency domain during movement preparation and execution in stroke patients. FRONT NEUROSCI-SWITZ.

Gan Huang, Zhenxing Hu, Li Zhang, Linling Li, Zhen Liang, Zhiguo Zhang (2020). Removal of eye-blinking artifacts by ICA in cross-modal long-term EEG recording. 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Jiahao Wang, Mengying Wei, Li Zhang, Gan Huang, Zhen Liang, Linling Li, Zhiguo Zhang (2020). An Autoencoder-based Approach to Predict Subjective Pain Perception from High-density Evoked EEG Potentials. 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Tengjun Liu, Gan Huang, Ning Jiang, Lin Yao, Zhiguo Zhang (2020). Reduce brain computer interface inefficiency by combining sensory motor rhythm and movement-related cortical potential features. J NEURAL ENG.

Gan Huang, Zhien Xian, Fei Tang, Linling Li, Li Zhang, Zhiguo Zhang (2020). Low-density surface electromyographic patterns under electrode shift: Characterization and NMF-based classification. BIOMED SIGNAL PROCES.

Ahmed M Anter, Gan Huang, Linling Li, Li Zhang, Zhen Liang, Zhiguo Zhang (2020). A New Type of Fuzzy-Rule-Based System With Chaotic Swarm Intelligence for Multiclassification of Pain Perception From fMRI. IEEE T FUZZY SYST.

Yueming Yuan, Li Zhang, Linling Li, Gan Huang, Ahmed Anter, Zhen Liang, Zhiguo Zhang (2019). Distinct dynamic functional connectivity patterns of pain and touch thresholds: A resting-state fMRI study. BEHAV BRAIN RES.

Mengying Wei, Yuliang Liao, Jia Liu, Linling Li, Gan Huang, Disen Li, Jiabin Huang, Lizu Xiao, Zhiguo Zhang (2019). EEG beta-band spectral entropy predicts the effects of drug treatment on patients with herpes zoster. Research Square.

Gan Huang (2019). Statistical Analysis. Springer, Singapore.

Gan Huang (2019). EEG/ERP Data Analysis Toolboxes. Springer, Singapore.

Gan Huang, Jia Liu, Linling Li, Li Zhang, Yixuan Zeng, Lijie Ren, Shiqing Ye, Zhiguo Zhang (2019). A novel training-free externally-regulated neurofeedback (ER-NF) system using phase-guided visual stimulation for alpha modulation. NEUROIMAGE.

Zhien Xian, Zhiguo Zhang, Fei Tang, Li Zhang, Gan Huang (2019). Sliding Window Nonnegative Matrix Factorization (SW-NMF) for Robustness Low-Density Myoelectric Signals Decoding Against Electrodes Shift. 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER).

Shengtao Li, Yuzhang Zhu, Gan Huang, Liangjun Zhang, Zhiguo Zhang, Kai Huang (2018). Detection of movement-related cortical potentials associated with emergency and non-emergency tasks. 2018 IEEE 23rd International Conference on Digital Signal Processing (DSP).

Jinxin Lin, Shunyu Liu, Gan Huang, Zhiguo Zhang, Kai Huang (2018). The recognition of driving action based on EEG signals using wavelet-CSP algorithm. 2018 IEEE 23rd International Conference on Digital Signal Processing (DSP).

Hai Li, Gan Huang, Qiang Lin, Jiang-Li Zhao, Wai-Leung Ambrose Lo, Yu-Rong Mao, Ling Chen, Zhi-Guo Zhang, Dong-Feng Huang, Le Li (2018). Combining movement-related cortical potentials and event-related desynchronization to study movement preparation and execution. FRONT NEUROL.

Baptiste Chemin, Gan Huang, Dounia Mulders, André Mouraux (2018). EEG time-warping to study non-strictly-periodic EEG signals related to the production of rhythmic movements. J NEUROSCI METH.

Qianqian Lin, Linling Li, Jia Liu, Weixiang Liu, Gan Huang, Zhiguo Zhang (2018). Influence of individual differences in fMRI-based pain prediction models on between-individual prediction performance. FRONT NEUROSCI-SWITZ.

Gan Huang, Zhien Xian, Zhiguo Zhang, Shunchong Li, Xiangyang Zhu (2018). Divide-and-conquer muscle synergies: A new feature space decomposition approach for simultaneous multifunction myoelectric control. BIOMED SIGNAL PROCES.

Linling Li, Gan Huang, Qianqian Lin, Jia Liu, Shengli Zhang, Zhiguo Zhang (2018). Magnitude and temporal variability of inter-stimulus EEG modulate the linear relationship between laser-evoked potentials and fast-pain perception. FRONT NEUROSCI-SWITZ.

Yiheng Tu, Zening Fu, Ao Tan, Gan Huang, Li Hu, Yeung Sam Hung, Zhiguo Zhang (2018). A novel and effective fMRI decoding approach based on sliced inverse regression and its application to pain prediction. NEUROCOMPUTING.

Weiwei Peng, Xiaolei Xia, Ming Yi, Gan Huang, Zhiguo Zhang, Giandomenico Iannetti, Li Hu (2018). Brain oscillations reflecting pain-related behavior in freely moving rats. PAIN.

Cédric Lenoir, Gan Huang, Yves Vandermeeren, Samar Marie Hatem, André Mouraux (2017). Human primary somatosensory cortex is differentially involved in vibrotaction and nociception. J NEUROPHYSIOL.

Ao Tan, Yiheng Tu, Zening Fu, Gan Huang, Yeung Sam Hung, Zhiguo Zhang (2017). A least across-segment variance (LASV) method for the correction of EEG-fMRI desynchronization. 2017 8th International IEEE/EMBS Conference on Neural Engineering (NER).

Gan Huang, Zhiguo Zhang (2017). Improving sensitivity of cluster-based permutation test for EEG/MEG data. 2017 8th International IEEE/EMBS Conference on Neural Engineering (NER).

Baptiste Chemin, Gan Huang, André Mouraux (2017). A Time-Warping Method for the Concentration of Nearly Periodic Signals in EEG Spectrum. NeuroMusic VI, 2017.

Emanuel N van den Broeke, Julien Lambert, Gan Huang, André Mouraux (2016). Central sensitization of mechanical nociceptive pathways is associated with a long-lasting increase of pinprick-evoked brain potentials. FRONT HUM NEUROSCI.

Yanru Bai, Gan Huang, Yiheng Tu, Ao Tan, Yeung Sam Hung, Zhiguo Zhang (2016). Normalization of pain-evoked neural responses using spontaneous EEG improves the performance of EEG-based cross-individual pain prediction. FRONT COMPUT NEUROSC.

Cédric Lenoir, Gan Huang, Yves Vandermeeren, Samar Hatem, André Mouraux (2016). High definition transcranial direct current stimulation (HD-tDCS) to probe the involvement of the primary somatosensory cortex in nociception. NEUROCOG 2016.

Cédric Lenoir, Gan Huang, Yves Vandermeeren, Samar Hatem, André Mouraux (2016). The primary somatosensory cortex is differentially involved in vibrotaction and nociception. 2016 Pain Mechanisms and Therapeutics Conference.

Nabil El Bitar, Bernard Pollin, Gan Huang, André Mouraux, Daniel Le Bars (2016). The rostral ventromedial medulla control of cutaneous vasomotion of paws and tail in the rat: implication for pain studies. J NEUROPHYSIOL.

Emanuel van den Broeke, Julien Lambert, Gan Huang, André Mouraux (2015). Pinprick evoked brain potentials recorded before and after high frequency stimulation of human skin revel a potential brain correlate of secondary hyperalgesia. 2015 Poster presentation at the 9th EFIC congress.

Elisabeth Colon, Valéry Legrain, Gan Huang, André Mouraux (2015). Frequency tagging of steady‐state evoked potentials to explore the crossmodal links in spatial attention between vision and touch. PSYCHOPHYSIOLOGY.

Gan Huang, André Mouraux (2015). MEP latencies predict the neuromodulatory effect of cTBS delivered to the ipsilateral and contralateral sensorimotor cortex. PLOS ONE.

Cédric Lenoir, Gan Huang, Yves Vandermeeren, Samar Hatem, André Mourau (2015). High-definition transcranial direct current stimulation of the primary somatosensory cortex exerts a diffenrential effect on nociceptive and non-nociceptive inputs processing. ECNS, ISNIP & ISBET 2015.

Baptiste Chemin, Gan Huang, André Mouraux (2015). Disentangling sensory-and motor-related EEG activities elicited in the context of rhythmic sensorimotor interactions. 7th IoNS PhD student day.

Cédric Lenoir, Gan Huang, Yves Vandermeeren, Samar Hatem, André Mouraux (2015). Probing the involvement of the primary somatosensory cortex in pain perception using high-definition transcranial direct current stimulation (HD-tDCS). 9th Pain in Europe (EFIC) Congress.

Gan Huang, André Mouraux (2015). Intra and interhemispheric modulation of motor and somatosensory cortices using cTBS: a TMS/EEG study. 2015 Brain Stimulation: Basic, Translational, and Clinical Research in Neuromodulation.

Yiheng Tu, Yeung Sam Hung, Li Hu, Gan Huang, Yong Hu, Zhiguo Zhang (2014). An automated and fast approach to detect single-trial visual evoked potentials with application to brain–computer interface. CLIN NEUROPHYSIOL.

Gan Huang, André Mouraux (2014). Neuronal dynamic of TMS induced MEPs: a combined TMS-EEG study. Abstracts of Poster Presentations/Clinical Neurophysiology.

Gan Huang, Ping Xiao, Li Hu, Yeung Sam Hung, Zhiguo Zhang (2013). A new approach for single-trial detection of laser-evoked potentials and its application to pain prediction. 2013 9th International Conference on Information, Communications & Signal Processing.

Gan Huang, Ping Xiao, Sam Hung Yeung, Gian Domenico Iannetti, Zhiguo Zhang, Li Hu (2013). A novel approach to predict subjective pain perception from single-trial laser-evoked potentials. NEUROIMAGE.

Yiheng Tu, Gan Huang, Yeung Sam Hung, Li Hu, Yong Hu, Zhiguo Zhang (2013). Single-trial Detection of Visual Evoked Potentials by Common Spatial Patterns and Wavelet Filtering for Brain-computer Interface. 35th Annual International Conference of the IEEE EMBS.

Gan Huang, Ping Xiao, Li Hu, Yeung Sam Hung, Zhiguo Zhang (2013). Single-trial Laser-evoked Potentials Feature Extraction for Prediction of Pain Perception. 35th Annual International Conference of the IEEE EMBS.

Jianjun Meng, Gan Huang, Dingguo, Zhang Xiangyang Zhu (2013). Optimizing spatial spectral patterns jointly with channel configuration for brain–computer interface. NEUROCOMPUTING.

Gan Huang, Zhiguo Zhang, Dingguo Zhang, Xiangyang Zhu (2013). Spatio-spectral filters for low-density surface electromyographic signal classification. MED BIOL ENG COMPUT.

Gan Huang, Lin Yao, Dingguo Zhang, Xiangyang Zhu (2012). Effect of duty cycle in different frequency domains on SSVEP based BCI: a preliminary study. 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Guangquan Liu, Dingguo Zhang, Jianjun Meng, Gan Huang, Xiangyang Zhu (2011). Unsupervised adaptation of electroencephalogram signal processing based on fuzzy C‐means algorithm. INT J ADAPT CONTROL.

Lin Yao, Dingguo Zhang, Gan Huang, Xiangyang Zhu (2011). Using SSVEP based brain-computer interface to control functional electrical stimulation training system. 2011 IEEE 5th International Conference on Cybernetics and Intelligent Systems (CIS).

Gan Huang, Jianjun Meng, Dingguo Zhang, Xiangyang Zhu (2011). Window function for EEG power density estimation and its application in SSVEP based BCIs. ICIRA 2011.

Gan Huang, Dingguo Zhang, Jiangjun Meng, Xiangyang Zhu (2011). Interactions between two neural populations: A mechanism of chaos and oscillation in neural mass model. NEUROCOMPUTING.

Gan Huang, Dingguo Zhang, Xidian Zheng, Xiangyang Zhu (2010). An EMG-based handwriting recognition through dynamic time warping. 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Gan Huang, Guangquan Liu, Jianjun Meng, Dingguo Zhang, Xiangyang Zhu (2010). Model based generalization analysis of common spatial pattern in brain computer interfaces. COGN NEURODYNAMICS.

Guangquan Liu, Gan Huang, Jianjun Meng, Xiangyang Zhu (2010). A frequency-weighted method combined with Common Spatial Patterns for electroencephalogram classification in brain--computer interface. BIOMED SIGNAL PROCES.

Gan Huang, Jinde Cao (2010). Delay-dependent multistability in recurrent neural networks. NEURAL NETWORKS.

Xiaoyang Liu, Jinde Cao, Gan Huang (2010). Complete periodic synchronization of delayed neural networks with discontinuous activations. INT J BIFURCAT CHAOS.

Guangquan Liu, Gan Huang, Jianjun Meng, Dingguo Zhang, Xiangyang Zhu (2009). Unsupervised adaptation based on fuzzy c-means for brain-computer interface. 2009 First International Conference on Information Science and Engineering.

Jianjun Meng, Guangquan Liu, Gan Huang, Xiangyang Zhu (2009). Automated Selecting Subset of Channels Based on CSP in Motor Imagery Brain-Computer Interface System. 2009 IEEE International conference on robotics and biomimetics (ROBIO).

Gan Huang, Liu Guangquan, Zhu Xiangyang (2009). Common Spatial Patterns in Classification Based on Less Number Channels of EEG. CHIN J BIOMED ENG.

Guangquan Liu, Gan Huang, Xiangyang Zhu (2009). Application of CSP Method in Multi-class Classification. CHIN J BIOMED ENG.

Guangquan Liu, Gan Huang, Jianjun Meng, Dingguo Zhang, Xiangyang Zhu (2009). Improved GMM with parameter initialization for unsupervised adaptation of brain--computer interface. INT J NUMER METH BIO.

Gan Huang, Jinde Cao, Yuzhong Qu (2009). The minority’s success under majority rule. PHYSICA A.

Gan Huang, Jinde Cao (2008). Multistability of neural networks with discontinuous activation function. COMMUN NONLINEAR SCI.

Gan Huang, Jinde Cao, Guanjun Wang, Yuzhong Qu (2008). The strength of the minority. PHYSICA A.

Gan Huang, Jinde Cao (2008). Multistability in bidirectional associative memory neural networks. PHYS LETT A.

Gan Huang, Jinde Cao (2008). Robust State Estimation for Uncertain Neural Networks. J JISHOU UNIV NAT SCI ED.