Bin Deng

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 52

Top Topics

Stochastic Resonance

Fpga Implementation

Biologically Plausible

Top Venues

Commun. Nonlinear Sci. Numer. Simul.

IEEE Trans. Neural Networks Learn. Syst.

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)
Jixuan Wang, Bin Deng, Jiang Wang, Lei Xiang, Tianshi Gao, Haitao Yu, Chen Liu
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. 137 (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)
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)
Kuanchuan Wang, Jiang Wang, Xinyu Hao, Bin Deng, Zhen Zhang, Guosheng Yi
Large-Scale Bio-Inspired FPGA Models for Path Planning. IEEE Trans. Biomed. Circuits Syst. 18 (1) (2024)
Haonan Liang, Tianshi Gao, Tian Gao, Jiangtao Luo, Jiang Wang, Bin Deng
Fast and accurate object recognition based on tactile data by using Dendrite Net. I2MTC (2023)
Kuanchuan Wang, Xinyu Hao, Jiang Wang, Bin Deng
Comparison and Selection of Spike Encoding Algorithms for SNN on FPGA. IEEE Trans. Biomed. Circuits Syst. 17 (1) (2023)
Weitong Liu, Bin Deng, Jiawei Liang, Bo Gong, Jixuan Wang, Jiang Wang, Chen Liu
A Closed-Loop Electrophysiological Hardware Prototype to Estimate and Control Neuronal States. I2MTC (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)
Bin Deng, Yanrong Fan, Jiang Wang, Shuangming Yang
Auditory perception architecture with spiking neural network and implementation on FPGA. Neural Networks 165 (2023)
Shuangming Yang, Jiang Wang, Xinyu Hao, Huiyan Li, Xile Wei, Bin Deng, Kenneth A. Loparo
BiCoSS: Toward Large-Scale Cognition Brain With Multigranular Neuromorphic Architecture. IEEE Trans. Neural Networks Learn. Syst. 33 (7) (2022)
Shuangming Yang, Jiang Wang, Bin Deng, Mostafa Rahimi Azghadi, Bernabé Linares-Barranco
Neuromorphic Context-Dependent Learning Framework With Fault-Tolerant Spike Routing. IEEE Trans. Neural Networks Learn. Syst. 33 (12) (2022)
Tianshi Gao, Bin Deng, Jiangtao Luo, Jixuan Wang, Jiang Wang, Guosheng Yi
Recognition of complex surfaces based on multiscale temporal networks. I2MTC (2022)
Bin Deng, Jiangtao Luo, Tianshi Gao, Zijian Cui, Jiang Wang
Multi-task learning: A solution of small sample size problem in floor-based gait recognition. I2MTC (2022)
Tianshi Gao, Bin Deng, Jixuan Wang, Jiang Wang, Guosheng Yi
The passive properties of dendrites modulate the propagation of slowly-varying firing rate in feedforward networks. Neural Networks 150 (2022)
Shuangming Yang, Jiang Wang, Nan Zhang, Bin Deng, Yanwei Pang, Mostafa Rahimi Azghadi
CerebelluMorphic: Large-Scale Neuromorphic Model and Architecture for Supervised Motor Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (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)
Kai Li, Jiang Wang, Zhicai Hu, Bin Deng, Haitao Yu
Gating Attractor Dynamics of Frontal Cortex Under Acupuncture via Recurrent Neural Network. IEEE J. Biomed. Health Informatics 26 (8) (2022)
Jixuan Wang, Bin Deng, Tianshi Gao, Jiang Wang, Guosheng Yi
Bio-inspired computing: A deep learning algorithm with the spike-frequency adaptation. I2MTC (2022)
Xile Wei, Benyong Hu, Tianshi Gao, Jiang Wang, Bin Deng
Multi-scale convolutional neural network for texture recognition. Displays 75 (2022)
Yaqin Fan, Xile Wei, Guosheng Yi, Meili Lu, Jiang Wang, Bin Deng
Asymptotic Input-Output Relationship Predicts Electric Field Effect on Sublinear Dendritic Integration of AMPA Synapses. Neural Comput. 33 (11) (2021)
Bin Deng, Yanrong Fan, Jiang Wang, Shuangming Yang
Reconstruction of a Fully Paralleled Auditory Spiking Neural Network and FPGA Implementation. IEEE Trans. Biomed. Circuits Syst. 15 (6) (2021)
Xinyu Hao, Shuangming Yang, Bin Deng, Jiang Wang, Xile Wei, Yanqiu Che
A CORDIC based real-time implementation and analysis of a respiratory central pattern generator. Neurocomputing 423 (2021)
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)
Shuangming Yang, Bin Deng, Jiang Wang, Huiyan Li, Meili Lu, Yanqiu Che, Xile Wei, Kenneth A. Loparo
Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons. IEEE Trans. Neural Networks Learn. Syst. 31 (1) (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)
Chaofei Hong, Xile Wei, Jiang Wang, Bin Deng, Haitao Yu, Yanqiu Che
Training Spiking Neural Networks for Cognitive Tasks: A Versatile Framework Compatible With Various Temporal Codes. IEEE Trans. Neural Networks Learn. Syst. 31 (4) (2020)
Guosheng Yi, Xile Wei, Jiang Wang, Bin Deng, Yanqiu Che
Modulations of dendritic Ca2+ spike with weak electric fields in layer 5 pyramidal cells. Neural Networks 110 (2019)
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)
Zhenxi Song, Bin Deng, Jiang Wang, Ruofan Wang
Biomarkers for Alzheimer's Disease Defined by a Novel Brain Functional Network Measure. IEEE Trans. Biomed. Eng. 66 (1) (2019)
Shuangming Yang, Jiang Wang, Bin Deng, Huiyan Li, Yanqiu Che
Digital Implementation of the Retinal Spiking Neural Network under Light Stimulation. NER (2019)
Lihui Cai, Xile Wei, Jiang Wang, Haitao Yu, Bin Deng, Ruofan Wang
Reconstruction of functional brain network in Alzheimer's disease via cross-frequency phase synchronization. Neurocomputing 314 (2018)
Lihui Cai, Bin Deng, Xile Wei, Ruofan Wang, Jiang Wang
Analysis of Spontaneous EEG Activity in Alzheimer's Disease Using Weighted Visibility Graph. EMBC (2018)
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)
Fei Su, Jiang Wang, Huiyan Li, Xile Wei, Haitao Yu, Bin Deng
Synaptic dynamics regulation in response to high frequency stimulation in neuronal networks. Commun. Nonlinear Sci. Numer. Simul. 55 (2018)
Shanshan Li, Guoshan Zhang, Jiang Wang, Bin Deng
Firing regularity control of single neuron based on closed-loop ISI clamp. Neurocomputing 275 (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)
Qi Chen, Jiang Wang, Shuangming Yang, Ying-Mei Qin, Bin Deng, Xile Wei
A real-time FPGA implementation of a biologically inspired central pattern generator network. Neurocomputing 244 (2017)
Shuangming Yang, Jiang Wang, Bin Deng, Xile Wei, Lihui Cai, Huiyan Li, Ruofan Wang
Real-Time Prediction of the Unobserved States in Dopamine Neurons on a Reconfigurable FPGA Platform. ICONIP (4) (2017)
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)
Guosheng Yi, Jiang Wang, Xile Wei, Bin Deng, Huiyan Li, Yanqiu Che
Contributions of adaptation currents to dynamic spike threshold on slow timescales: Biophysical insights from conductance-based models. Commun. Nonlinear Sci. Numer. Simul. 47 (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)
Ruixue Han, Jiang Wang, Rui Miao, Bin Deng, Ying-Mei Qin, Haitao Yu, Xile Wei
Propagation of Collective Temporal Regularity in Noisy Hierarchical Networks. IEEE Trans. Neural Networks Learn. Syst. 28 (1) (2017)
Lihui Cai, Jiang Wang, Ruofan Wang, Bin Deng, Haitao Yu, Xile Wei
Functional Connectivity Analysis of EEG in AD Patients with Normalized Permutation Index. ICONIP (4) (2017)
Shuangming Yang, Jiang Wang, Shunan Li, Huiyan Li, Xile Wei, Haitao Yu, Bin Deng
Digital implementations of thalamocortical neuron models and its application in thalamocortical control using FPGA for Parkinson's disease. Neurocomputing 177 (2016)
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)
Guosheng Yi, Jiang Wang, Xile Wei, Bin Deng
Dynamics of spike threshold in a two-compartment neuron with passive dendrite. Commun. Nonlinear Sci. Numer. Simul. 40 (2016)
Guosheng Yi, Jiang Wang, Huiyan Li, Xi-Le Wei, Bin Deng
Minimum energy control for a two-compartment neuron to extracellular electric fields. Commun. Nonlinear Sci. Numer. Simul. 40 (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)
Guosheng Yi, Jiang Wang, Kai Ming Tsang, Xi-Le Wei, Bin Deng
Input-output relation and energy efficiency in the neuron with different spike threshold dynamics. Frontiers Comput. Neurosci. 9 (2015)
Shuangming Yang, Jiang Wang, Shunan Li, Bin Deng, Xile Wei, Haitao Yu, Huiyan Li
Cost-efficient FPGA implementation of basal ganglia and their Parkinsonian analysis. Neural Networks 71 (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)
Guosheng Yi, Jiang Wang, Bin Deng, Xile Wei
Spike initiating dynamics of the neuron with different adaptation mechanisms to extracellular electric fields. Commun. Nonlinear Sci. Numer. Simul. 22 (Issues) (2015)
Guosheng Yi, Jiang Wang, Bin Deng, Shou-Hai Hong, Xile Wei, Yingyuan Chen
Action potential threshold of wide dynamic range neurons in rat spinal dorsal horn evoked by manual acupuncture at ST36. Neurocomputing 166 (2015)
Guosheng Yi, Jiang Wang, Kai Ming Tsang, Xile Wei, Bin Deng, Chunxiao Han
Spike-frequency adaptation of a two-compartment neuron modulated by extracellular electric fields. Biol. Cybern. 109 (3) (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)
Guosheng Yi, Jiang Wang, Xi-Le Wei, Kai Ming Tsang, Wai-Lok Chan, Bin Deng, Chunxiao Han
Exploring how extracellular electric field modulates neuron activity through dynamical analysis of a two-compartment neuron model. J. Comput. Neurosci. 36 (3) (2014)
Guosheng Yi, Jiang Wang, Xile Wei, Bin Deng, Kai Ming Tsang, Wai-Lok Chan, Chunxiao Han
Effects of Extremely Low-frequency magnetic Fields on the Response of a conductance-Based Neuron Model. Int. J. Neural Syst. 24 (1) (2014)
Guosheng Yi, Jiang Wang, Chunxiao Han, Bin Deng, Xi-Le Wei, Qitao Jin
Exploring action potential initiation in neurons exposed to DC electric fields through dynamical analysis of conductance-based model. Commun. Nonlinear Sci. Numer. Simul. 19 (5) (2014)
Bin Deng, Maohua Zhang, Fei Su, Jiang Wang, Xile Wei, Bonan Shan
The implementation of feedforward network on field programmable gate array. BMEI (2014)
Xile Wei, Danhong Zhang, Meili Lu, Jiang Wang, Haitao Yu, Bin Deng
Enhanced stochastic resonance induced by mean field feedback in synaptic coupled networks. BMEI (2014)
Bin Deng, Ge Li, Jiang Wang, Xile Wei, Fei Su
Dynamic control of seizure states with input-output linearization method based on the Pinsky-Rinzel model. BMEI (2014)
Ying-Mei Qin, Jiang Wang, Cong Men, Bin Deng, Xi-Le Wei, Haitao Yu, Wai-Lok Chan
Stochastic resonance in feedforward acupuncture networks. Commun. Nonlinear Sci. Numer. Simul. 19 (10) (2014)
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)
Zhe Liu, Jiang Wang, Bin Deng, Xile Wei, Haitao Yu
Synchronization of Ghostburster neurons via iterative learning control. BMEI (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)
Luxia Zhang, Jiang Wang, Bin Deng, Xile Wei, Haitao Yu
Optimal estimation of the parameters affecting the Parkinson's disease state of thalamic cell model. BMEI (2014)
Guosheng Yi, Jiang Wang, Xile Wei, Bin Deng, Huiyan Li, Chunxiao Han
Dynamic analysis of Hodgkin's three classes of neurons exposed to extremely low-frequency sinusoidal induced electric field. Appl. Math. Comput. 231 (2014)
Guosheng Yi, Jiang Wang, Kai Ming Tsang, Wai-Lok Chan, Xile Wei, Bin Deng, Chunxiao Han
Ordinal Pattern Based Complexity Analysis for EEG Activity Evoked by Manual Acupuncture in Healthy Subjects. Int. J. Bifurc. Chaos 24 (2) (2014)
Haitao Yu, Jiang Wang, Qiuxiang Liu, Bin Deng, Xile Wei
Delayed feedback control of bursting synchronization in small-world neuronal networks. Neurocomputing 99 (2013)
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)
Ying-Mei Qin, Jiang Wang, Cong Men, Wai-Lok Chan, Xi-Le Wei, Bin Deng
Control of synchronization and spiking regularity by heterogenous aperiodic high-frequency signal in coupled excitable systems. Commun. Nonlinear Sci. Numer. Simul. 18 (10) (2013)
Xiu Wang, Jiang Wang, Bin Deng, Xile Wei, Huiyan Li
The effects of induction electric field on sensitivity of firing rate in a single-compartment neuron model. Neurocomputing 99 (2013)
Qitao Jin, Jiang Wang, Bin Deng, Xile Wei
Observer-based tracking control of abnormal oscillations in demyelination symptom. Biomed. Signal Process. Control. 8 (6) (2013)
Meili Lu, Donghui Li, Xile Wei, Bin Deng, Jiang Wang
The intrinsic phase response properties of an interneuron model. Neurocomputing 89 (2012)
Cong Men, Jiang Wang, Bin Deng, Xi-Le Wei, Yanqiu Che, Chunxiao Han
Decoding acupuncture electrical signals in spinal dorsal root ganglion. Neurocomputing 79 (2012)
Yanqiu Che, Jiang Wang, Bin Deng, Xile Wei, Chunxiao Han
Bifurcations in the Hodgkin-Huxley model exposed to DC electric fields. Neurocomputing 81 (2012)
Xile Wei, Nan Chen, Meili Lu, Bin Deng, Jiang Wang, Yanqiu Che, Chunxiao Han
Input optimal control strategy for the desynchronization of coupled neurons. BMEI (2012)
Li Chang, Jiang Wang, Bin Deng, Xile Wei, Huiyan Li
The effect of extreme low frequency external electric field on the adaptability in the Ermentrout model. Neurocomputing 81 (2012)
Meili Lu, Donghui Li, Xi-Le Wei, Bin Deng, Jiang Wang
Phase response properties of a bursting neuron with spike adding structure. BMEI (2011)
Yuliang Liu, Yanqiu Che, Jiang Wang, Qitao Jin, Bin Deng, Xile Wei
Action potential initial dynamical control of a minimum neuron model. BMEI (2011)
Cong Men, Jiang Wang, Xi-Le Wei, Ying-Mei Qin, Bin Deng
Spiking patterns of hippocampus networks in DC electrical field. BMEI (2011)
Xile Wei, Jian Cheng, Jiang Wang, Bin Deng, Meili Lu, Yanqiu Che
UKF-based key-parameters compensation control for abnormal firing in PR model. BMEI (2011)
Xile Wei, Yinhong Chen, Jiang Wang, Bin Deng, Meili Lu, Yanqiu Che
External electric field effect on the PR neuronal firing under the ephaptic transmission. BMEI (2011)
Ruofan Wang, Jiang Wang, Yingyuan Chen, Bin Deng, Xile Wei
A new deep brain stimulation waveform based on PWM. BMEI (2011)
Cong Men, Jiang Wang, Ying-Mei Qin, Bin Deng, Xi-Le Wei
Characterizing electrical signals evoked by acupuncture through complex network mapping: A new perspective on acupuncture. Comput. Methods Programs Biomed. 104 (3) (2011)
Jianbing Sun, Bin Deng, Xile Wei, Chenhui Jia, Jiang Wang, Jia Zhao
Parameter estimation in Hodgkin-Huxley model with adaptive method. BMEI (2011)
Yuliang Liu, Jiang Wang, Wenjie Si, Bin Deng, Xi-Le Wei
Effect of the Twirling Frequency on Firing Patterns Evoked by Acupuncture. LSMS/ICSEE (2010)
Xile Wei, Meili Lu, Jiang Wang, Kai Ming Tsang, Bin Deng, Yanqiu Che
Semi-global robust output regulation of minimum-phase nonlinear systems based on high-gain nonlinear internal model. Int. J. Control 83 (5) (2010)
Yu Shi, Jiang Wang, Bin Deng, Qiuxiang Liu
Chaotic Synchronization of Coupled Hindmarsh-Rose Neurons Using Adaptive Control. BMEI (2009)
Chunxiao Han, Jiang Wang, Wenye Guan, Bin Deng, Feng Dong
Coefficient of Variation Based Analysis of Coherence Resonance in Hodgkin-Huxley Neuron Model. BMEI (2009)
Jiang Wang, Lisong Chen, Bin Deng, Feng Dong
Global Synchronization of Ghostburster Neurons Via Active Control. LSMS (1) (2007)