Chen Liu

47 papers Journal 41Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
In-silico, adaptive closed-loop electrophysiology platform for real-time neuromodulation.
Biomed. Signal Process. Control.
Weitong Liu, Bin Deng, Siyuan Chang, Fei Su, Shanshan Li, Jiang Wang, Jilei Li, Meirong Ma, Yi Yang, Chen Liu
2026 J jnl
Spatiospectral Representation and Neural Decoding of Somatic Perception of Acupuncture Stimulations.
IEEE J. Biomed. Health Informatics
Haitao Yu, Zaidong Lin, Fan Li, Jialin Liu, Chen Liu, Jiang Wang
2025 J jnl
The abnormal delta rhythm mechanism in disorders of consciousness: Intrinsic neuronal properties and network dynamics.
Neurocomputing
Jixuan Wang, Bin Deng, Jiang Wang, Yi Yang, Chen Liu
2024 — conf
Deep Brain Stimulation Reshapes the Brain's Internal State Observed by Microstate-Improved Brain Network Analysis.
I2MTC
Chen Liu, Zhiqi Jiang, Jiang Wang, Xiaodong Zhu
2024 J jnl
Kinematic-driven human-robot interaction system with deep learning for flexible acupuncture needling manipulations.
Biomed. Signal Process. Control.
Haitao Yu, Zhihua Zhu, Chaofan Wang, Jiang Wang, Chen Liu
2024 — conf
Model-Based Closed-Loop Seizure Suppression: Algorithm Development and Hardware Implementation.
I2MTC
Weitong Liu, Bin Deng, Fangzhou Hu, Bo Gong, Siyuan Chang, Tong Li, Yuxin Wang, Jiang Wang, Chen Liu
2024 J jnl
Multi-origins of pathological theta oscillation from neuron to network inferred by a combined data and model study with cubature Kalman filter.
Commun. Nonlinear Sci. Numer. Simul.
Jixuan Wang, Bin Deng, Jiang Wang, Lei Xiang, Tianshi Gao, Haitao Yu, Chen Liu
2024 J jnl
NClSilico: A Closed-Loop neuromodulation platform in silico.
Biomed. Signal Process. Control.
Jiawei Liang, Weitong Liu, Jiang Wang, Bin Deng, Siyuan Chang, Chen Liu
2024 J jnl
Scalable Multi-Hierarchy Embedded Platform for Neural Population Simulations.
IEEE Trans. Biomed. Circuits Syst.
Bo Gong, Jiang Wang, Gaohua Cai, Pengfei Xu, Siyuan Chang, Zhen Zhang, Chen Liu, Bin Deng, Xile Wei
2023 — conf
A Closed-Loop Electrophysiological Hardware Prototype to Estimate and Control Neuronal States.
I2MTC
Weitong Liu, Bin Deng, Jiawei Liang, Bo Gong, Jixuan Wang, Jiang Wang, Chen Liu
2023 J jnl
An Enhanced EEG Microstate Recognition Framework Based on Deep Neural Networks: An Application to Parkinson's Disease.
IEEE J. Biomed. Health Informatics
Chunguang Chu, Zhen Zhang, Zhenxi Song, Zifan Xu, Jiang Wang, Fei Wang, Wei Liu, Liying Lu, Chen Liu, Xiaodong Zhu, Chris Fietkiewicz, Kenneth A. Loparo
2023 J jnl
Deep Learning Depends on Segregated Dendritic Compartments and Spike Frequency Adaptation.
IEEE Trans. Instrum. Meas.
Jixuan Wang, Bin Deng, Tianshi Gao, Jiang Wang, Guosheng Yi, Chen Liu
2023 — conf
Multi-compartment structure optimizes the deep learning network from the biophysical perspective.
I2MTC
Jixuan Wang, Bin Deng, Tianshi Gao, Bo Gong, Weitong Liu, Jiang Wang, Chen Liu
2023 J jnl
Probing the flexible internal state transition and low-dimensional manifold dynamics of human brain with acupuncture.
Biomed. Signal Process. Control.
Haitao Yu, Dongliang Liu, Shanshan Li, Jiang Wang, Jing Liu, Chen Liu
2022 J jnl
Adaptive closed-loop control strategy inhibiting pathological basal ganglia oscillations.
Biomed. Signal Process. Control.
Kuanchuan Wang, Jiang Wang, Yulin Zhu, Huiyan Li, Chen Liu, Chris Fietkiewicz, Kenneth A. Loparo
2022 — conf
An Accelerometer-based Wearable Multi-node Motion Detection System of Freezing of Gait in Parkinson's Disease.
I2MTC
Chen Liu, Lingmin Han, Siyuan Chang, Jiang Wang
2022 J jnl
Analysis of Brain Functional Network Based on EEG Signals for Early-Stage Parkinson's Disease Detection.
IEEE Access
Wei Zhang, Xiaoxuan Han, Shujuan Qiu, Teng Li, Chunguang Chu, Liufang Wang, Jiang Wang, Zhen Zhang, Ruixian Wang, Manyi Yang, Xiao Shen, Zhen Li, Lipeng Bai, Zhuo Li, Rui Zhang, Yanlin Wang, Chen Liu, Xiaodong Zhu
2022 J jnl
Decoding Digital Visual Stimulation From Neural Manifold With Fuzzy Leaning on Cortical Oscillatory Dynamics.
Frontiers Comput. Neurosci.
Haitao Yu, Quanfa Zhao, Shanshan Li, Kai Li, Chen Liu, Jiang Wang
2022 J jnl
Intensity-Varied Closed-Loop Noise Stimulation for Oscillation Suppression in the Parkinsonian State.
IEEE Trans. Cybern.
Haitao Yu, Zihan Meng, Huiyan Li, Chen Liu, Jiang Wang
2022 J jnl
Modulation of cortical oscillations by periodic electrical stimulation is frequency-dependent.
Commun. Nonlinear Sci. Numer. Simul.
Jixuan Wang, Bin Deng, Tianshi Gao, Jiang Wang, Chen Liu
2022 J jnl
Oscillation suppression effects of intermittent noisy deep brain stimulation induced by coordinated reset pattern based on a computational model.
Biomed. Signal Process. Control.
Chen Liu, Yutong Yao, Jiang Wang, Huiyan Li, Hao Wu, Kenneth A. Loparo, Chris Fietkiewicz
2022 J jnl
Subthalamic and pallidal stimulation in Parkinson's disease induce distinct brain topological reconstruction.
NeuroImage
Chunguang Chu, Naying He, Kristina Zeljic, Zhen Zhang, Jiang Wang, Jun Li, Yu Liu, Youmin Zhang, Bomin Sun, Dianyou Li, Fuhua Yan, Chencheng Zhang, Chen Liu
2021 J jnl
Delayed Feedback-Based Suppression of Pathological Oscillations in a Neural Mass Model.
IEEE Trans. Cybern.
Chen Liu, Changsong Zhou, Jiang Wang, Chris Fietkiewicz, Kenneth A. Loparo
2020 J jnl
Firing Rate Oscillation and Stochastic Resonance in Cortical Networks With Electrical-Chemical Synapses and Time Delay.
IEEE Trans. Fuzzy Syst.
Haitao Yu, Kai Li, Xinmeng Guo, Jiang Wang, Bin Deng, Chen Liu
2020 J jnl
Multiple Stochastic Resonances and Oscillation Transitions in Cortical Networks With Time Delay.
IEEE Trans. Fuzzy Syst.
Haitao Yu, Xinmeng Guo, Jiang Wang, Kai Li, Bin Deng, Xile Wei, Chen Liu
2020 J jnl
Neural Network-Based Closed-Loop Deep Brain Stimulation for Modulation of Pathological Oscillation in Parkinson's Disease.
IEEE Access
Chen Liu, Ge Zhao, Jiang Wang, Hao Wu, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo
2020 J jnl
Supervised Network-Based Fuzzy Learning of EEG Signals for Alzheimer's Disease Identification.
IEEE Trans. Fuzzy Syst.
Haitao Yu, Xinyu Lei, Zhenxi Song, Chen Liu, Jiang Wang
2020 J jnl
The role of coupling connections in a model of the cortico-basal ganglia-thalamocortical neural loop for the generation of beta oscillations.
Neural Networks
Chen Liu, Changsong Zhou, Jiang Wang, Chris Fietkiewicz, Kenneth A. Loparo
2019 J jnl
Design of Hidden-Property-Based Variable Universe Fuzzy Control for Movement Disorders and Its Efficient Reconfigurable Implementation.
IEEE Trans. Fuzzy Syst.
Shuangming Yang, Bin Deng, Jiang Wang, Chen Liu, Huiyan Li, Qianjin Lin, Chris Fietkiewicz, Kenneth A. Loparo
2019 J jnl
Noise-Induced Improvement of the Parkinsonian State: A Computational Study.
IEEE Trans. Cybern.
Chen Liu, Jiang Wang, Bin Deng, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo
2019 J jnl
Real-Time Neuromorphic System for Large-Scale Conductance-Based Spiking Neural Networks.
IEEE Trans. Cybern.
Shuangming Yang, Jiang Wang, Bin Deng, Chen Liu, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo
2018 J jnl
Cost-efficient FPGA implementation of a biologically plausible dopamine neural network and its application.
Neurocomputing
Shuangming Yang, Jiang Wang, Qianjin Lin, Bin Deng, Xile Wei, Chen Liu, Huiyan Li
2018 J jnl
FPGA implementation of hippocampal spiking network and its real-time simulation on dynamical neuromodulation of oscillations.
Neurocomputing
Shuangming Yang, Bin Deng, Huiyan Li, Chen Liu, Jiang Wang, Haitao Yu, Ying-Mei Qin
2018 J jnl
Modeling and Analysis of Beta Oscillations in the Basal Ganglia.
IEEE Trans. Neural Networks Learn. Syst.
Chen Liu, Jiang Wang, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo
2018 J jnl
Nonlinear predictive control for adaptive adjustments of deep brain stimulation parameters in basal ganglia-thalamic network.
Neural Networks
Fei Su, Jiang Wang, Shuangxia Niu, Huiyan Li, Bin Deng, Chen Liu, Xile Wei
2017 J jnl
Closed-Loop Modulation of the Pathological Disorders of the Basal Ganglia Network.
IEEE Trans. Neural Networks Learn. Syst.
Chen Liu, Jiang Wang, Huiyan Li, Meili Lu, Bin Deng, Haitao Yu, Xile Wei, Chris Fietkiewicz, Kenneth A. Loparo
2017 J jnl
Efficient hardware implementation of the subthalamic nucleus-external globus pallidus oscillation system and its dynamics investigation.
Neural Networks
Shuangming Yang, Xile Wei, Jiang Wang, Bin Deng, Chen Liu, Haitao Yu, Huiyan Li
2017 J jnl
Neural mass models describing possible origin of the excessive beta oscillations correlated with Parkinsonian state.
Neural Networks
Chen Liu, Yulin Zhu, Fei Liu, Jiang Wang, Huiyan Li, Bin Deng, Chris Fietkiewicz, Kenneth A. Loparo
2016 J jnl
Predictive control for spike pattern modulation of a two-compartment neuron model.
Neurocomputing
Fei Su, Jiang Wang, Huiyan Li, Bin Deng, Xile Wei, Haitao Yu, Chen Liu
2015 J jnl
Adaptive Control of Parkinson's State Based on a Nonlinear Computational Model with Unknown Parameters.
Int. J. Neural Syst.
Fei Su, Jiang Wang, Bin Deng, Xile Wei, Yingyuan Chen, Chen Liu, Huiyan Li
2015 J jnl
Adaptive stochastic resonance in self-organized small-world neuronal networks with time delay.
Commun. Nonlinear Sci. Numer. Simul.
Haitao Yu, Xinmeng Guo, Jiang Wang, Chen Liu, Bin Deng, Xile Wei
2015 J jnl
Dynamical analysis of Parkinsonian state emulated by hybrid Izhikevich neuron models.
Commun. Nonlinear Sci. Numer. Simul.
Chen Liu, Jiang Wang, Haitao Yu, Bin Deng, Xile Wei, Huiyan Li, Kenneth A. Loparo, Chris Fietkiewicz
2015 J jnl
Variable universe fuzzy closed-loop control of tremor predominant Parkinsonian state based on parameter estimation.
Neurocomputing
Chen Liu, Jiang Wang, Bin Deng, Xile Wei, Haitao Yu, Huiyan Li
2014 — conf
Delay-induced multiple vibrational resonance in the bi-fan neuronal network motifs.
BMEI
Xiuyu Jiang, Chen Liu, Jiang Wang
2014 J jnl
Model-based iterative learning control of Parkinsonian state in thalamic relay neuron.
Commun. Nonlinear Sci. Numer. Simul.
Chen Liu, Jiang Wang, Huiyan Li, Zhiqin Xue, Bin Deng, Xile Wei
2014 J jnl
The effects of time delay on the stochastic resonance in feed-forward-loop neuronal network motifs.
Commun. Nonlinear Sci. Numer. Simul.
Chen Liu, Jiang Wang, Haitao Yu, Bin Deng, Kai Ming Tsang, Wai-Lok Chan, Y. K. Wong
2013 J jnl
Closed-Loop Control of the thalamocortical Relay Neuron's Parkinsonian State Based on Slow Variable.
Int. J. Neural Syst.
Chen Liu, Jiang Wang, Yingyuan Chen, Bin Deng, Xi-Le Wei, Huiyan Li