Chen Liu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 34

Top Topics

Stochastic Resonance

Deep Brain Stimulation

Fpga Implementation

Top Venues

Commun. Nonlinear Sci. Numer. Simul.

IEEE Trans. Cybern.

Biomed. Signal Process. Control.

Publications

Weitong Liu, Bin Deng, Fangzhou Hu, Bo Gong, Siyuan Chang, Tong Li, Yuxin Wang, Jiang Wang, Chen Liu
Model-Based Closed-Loop Seizure Suppression: Algorithm Development and Hardware Implementation. I2MTC (2024)
Haitao Yu, Zhihua Zhu, Chaofan Wang, Jiang Wang, Chen Liu
Kinematic-driven human-robot interaction system with deep learning for flexible acupuncture needling manipulations. Biomed. Signal Process. Control. 92 (2024)
Bo Gong, Jiang Wang, Gaohua Cai, Pengfei Xu, Siyuan Chang, Zhen Zhang, Chen Liu, Bin Deng, Xile Wei
Scalable Multi-Hierarchy Embedded Platform for Neural Population Simulations. IEEE Trans. Biomed. Circuits Syst. 18 (1) (2024)
Chen Liu, Zhiqi Jiang, Jiang Wang, Xiaodong Zhu
Deep Brain Stimulation Reshapes the Brain's Internal State Observed by Microstate-Improved Brain Network Analysis. I2MTC (2024)
Jiawei Liang, Weitong Liu, Jiang Wang, Bin Deng, Siyuan Chang, Chen Liu
NClSilico: A Closed-Loop neuromodulation platform in silico. Biomed. Signal Process. Control. 90 (2024)
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
An Enhanced EEG Microstate Recognition Framework Based on Deep Neural Networks: An Application to Parkinson's Disease. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Jixuan Wang, Bin Deng, Tianshi Gao, Bo Gong, Weitong Liu, Jiang Wang, Chen Liu
Multi-compartment structure optimizes the deep learning network from the biophysical perspective. I2MTC (2023)
Haitao Yu, Zihan Meng, Huiyan Li, Chen Liu, Jiang Wang
Intensity-Varied Closed-Loop Noise Stimulation for Oscillation Suppression in the Parkinsonian State. IEEE Trans. Cybern. 52 (9) (2022)
Kuanchuan Wang, Jiang Wang, Yulin Zhu, Huiyan Li, Chen Liu, Chris Fietkiewicz, Kenneth A. Loparo
Adaptive closed-loop control strategy inhibiting pathological basal ganglia oscillations. Biomed. Signal Process. Control. 77 (2022)
Haitao Yu, Quanfa Zhao, Shanshan Li, Kai Li, Chen Liu, Jiang Wang
Decoding Digital Visual Stimulation From Neural Manifold With Fuzzy Leaning on Cortical Oscillatory Dynamics. Frontiers Comput. Neurosci. 16 (2022)
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
Analysis of Brain Functional Network Based on EEG Signals for Early-Stage Parkinson's Disease Detection. IEEE Access 10 (2022)
Jixuan Wang, Bin Deng, Tianshi Gao, Jiang Wang, Chen Liu
Modulation of cortical oscillations by periodic electrical stimulation is frequency-dependent. Commun. Nonlinear Sci. Numer. Simul. 110 (2022)
Chen Liu, Yutong Yao, Jiang Wang, Huiyan Li, Hao Wu, Kenneth A. Loparo, Chris Fietkiewicz
Oscillation suppression effects of intermittent noisy deep brain stimulation induced by coordinated reset pattern based on a computational model. Biomed. Signal Process. Control. 73 (2022)
Chen Liu, Changsong Zhou, Jiang Wang, Chris Fietkiewicz, Kenneth A. Loparo
Delayed Feedback-Based Suppression of Pathological Oscillations in a Neural Mass Model. IEEE Trans. Cybern. 51 (10) (2021)
Haitao Yu, Xinyu Lei, Zhenxi Song, Chen Liu, Jiang Wang
Supervised Network-Based Fuzzy Learning of EEG Signals for Alzheimer's Disease Identification. IEEE Trans. Fuzzy Syst. 28 (1) (2020)
Haitao Yu, Xinmeng Guo, Jiang Wang, Kai Li, Bin Deng, Xile Wei, Chen Liu
Multiple Stochastic Resonances and Oscillation Transitions in Cortical Networks With Time Delay. IEEE Trans. Fuzzy Syst. 28 (1) (2020)
Chen Liu, Ge Zhao, Jiang Wang, Hao Wu, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo
Neural Network-Based Closed-Loop Deep Brain Stimulation for Modulation of Pathological Oscillation in Parkinson's Disease. IEEE Access 8 (2020)
Haitao Yu, Kai Li, Xinmeng Guo, Jiang Wang, Bin Deng, Chen Liu
Firing Rate Oscillation and Stochastic Resonance in Cortical Networks With Electrical-Chemical Synapses and Time Delay. IEEE Trans. Fuzzy Syst. 28 (1) (2020)
Chen Liu, Changsong Zhou, Jiang Wang, Chris Fietkiewicz, Kenneth A. Loparo
The role of coupling connections in a model of the cortico-basal ganglia-thalamocortical neural loop for the generation of beta oscillations. Neural Networks 123 (2020)
Shuangming Yang, Bin Deng, Jiang Wang, Chen Liu, Huiyan Li, Qianjin Lin, Chris Fietkiewicz, Kenneth A. Loparo
Design of Hidden-Property-Based Variable Universe Fuzzy Control for Movement Disorders and Its Efficient Reconfigurable Implementation. IEEE Trans. Fuzzy Syst. 27 (2) (2019)
Chen Liu, Jiang Wang, Bin Deng, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo
Noise-Induced Improvement of the Parkinsonian State: A Computational Study. IEEE Trans. Cybern. 49 (10) (2019)
Shuangming Yang, Jiang Wang, Bin Deng, Chen Liu, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo
Real-Time Neuromorphic System for Large-Scale Conductance-Based Spiking Neural Networks. IEEE Trans. Cybern. 49 (7) (2019)
Shuangming Yang, Bin Deng, Huiyan Li, Chen Liu, Jiang Wang, Haitao Yu, Ying-Mei Qin
FPGA implementation of hippocampal spiking network and its real-time simulation on dynamical neuromodulation of oscillations. Neurocomputing 282 (2018)
Chen Liu, Jiang Wang, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo
Modeling and Analysis of Beta Oscillations in the Basal Ganglia. IEEE Trans. Neural Networks Learn. Syst. 29 (5) (2018)
Shuangming Yang, Jiang Wang, Qianjin Lin, Bin Deng, Xile Wei, Chen Liu, Huiyan Li
Cost-efficient FPGA implementation of a biologically plausible dopamine neural network and its application. Neurocomputing 314 (2018)
Fei Su, Jiang Wang, Shuangxia Niu, Huiyan Li, Bin Deng, Chen Liu, Xile Wei
Nonlinear predictive control for adaptive adjustments of deep brain stimulation parameters in basal ganglia-thalamic network. Neural Networks 98 (2018)
Chen Liu, Yulin Zhu, Fei Liu, Jiang Wang, Huiyan Li, Bin Deng, Chris Fietkiewicz, Kenneth A. Loparo
Neural mass models describing possible origin of the excessive beta oscillations correlated with Parkinsonian state. Neural Networks 88 (2017)
Chen Liu, Jiang Wang, Huiyan Li, Meili Lu, Bin Deng, Haitao Yu, Xile Wei, Chris Fietkiewicz, Kenneth A. Loparo
Closed-Loop Modulation of the Pathological Disorders of the Basal Ganglia Network. IEEE Trans. Neural Networks Learn. Syst. 28 (2) (2017)
Shuangming Yang, Xile Wei, Jiang Wang, Bin Deng, Chen Liu, Haitao Yu, Huiyan Li
Efficient hardware implementation of the subthalamic nucleus-external globus pallidus oscillation system and its dynamics investigation. Neural Networks 94 (2017)
Fei Su, Jiang Wang, Huiyan Li, Bin Deng, Xile Wei, Haitao Yu, Chen Liu
Predictive control for spike pattern modulation of a two-compartment neuron model. Neurocomputing 216 (2016)
Chen Liu, Jiang Wang, Bin Deng, Xile Wei, Haitao Yu, Huiyan Li
Variable universe fuzzy closed-loop control of tremor predominant Parkinsonian state based on parameter estimation. Neurocomputing 151 (2015)
Chen Liu, Jiang Wang, Haitao Yu, Bin Deng, Xile Wei, Huiyan Li, Kenneth A. Loparo, Chris Fietkiewicz
Dynamical analysis of Parkinsonian state emulated by hybrid Izhikevich neuron models. Commun. Nonlinear Sci. Numer. Simul. 28 (Issues) (2015)
Haitao Yu, Xinmeng Guo, Jiang Wang, Chen Liu, Bin Deng, Xile Wei
Adaptive stochastic resonance in self-organized small-world neuronal networks with time delay. Commun. Nonlinear Sci. Numer. Simul. 29 (Issues) (2015)
Fei Su, Jiang Wang, Bin Deng, Xile Wei, Yingyuan Chen, Chen Liu, Huiyan Li
Adaptive Control of Parkinson's State Based on a Nonlinear Computational Model with Unknown Parameters. Int. J. Neural Syst. 25 (1) (2015)
Chen Liu, Jiang Wang, Haitao Yu, Bin Deng, Kai Ming Tsang, Wai-Lok Chan, Y. K. Wong
The effects of time delay on the stochastic resonance in feed-forward-loop neuronal network motifs. Commun. Nonlinear Sci. Numer. Simul. 19 (4) (2014)
Chen Liu, Jiang Wang, Huiyan Li, Zhiqin Xue, Bin Deng, Xile Wei
Model-based iterative learning control of Parkinsonian state in thalamic relay neuron. Commun. Nonlinear Sci. Numer. Simul. 19 (9) (2014)
Xiuyu Jiang, Chen Liu, Jiang Wang
Delay-induced multiple vibrational resonance in the bi-fan neuronal network motifs. BMEI (2014)
Chen Liu, Jiang Wang, Yingyuan Chen, Bin Deng, Xi-Le Wei, Huiyan Li
Closed-Loop Control of the thalamocortical Relay Neuron's Parkinsonian State Based on Slow Variable. Int. J. Neural Syst. 23 (4) (2013)