Cost-efficient FPGA implementation of basal ganglia and their Parkinsonian analysis. - Shuangming Yang; Jiang Wang 002; Shunan Li; Bin Deng 001; Xile Wei; Haitao Yu 001; Huiyan Li (Neural Networks, 2015)

Digital implementations of thalamocortical neuron models and its application in thalamocortical control using FPGA for Parkinson's disease. - Shuangming Yang; Jiang Wang 002; Shunan Li; Huiyan Li; Xile Wei; Haitao Yu 001; Bin Deng 001 (Neurocomputing, 2016)

Real-Time Prediction of the Unobserved States in Dopamine Neurons on a Reconfigurable FPGA Platform. - Shuangming Yang; Jiang Wang 002; Bin Deng 001; Xile Wei; Lihui Cai; Huiyan Li; Ruofan Wang (ICONIP (4), 2017)

A real-time FPGA implementation of a biologically inspired central pattern generator network. - Qi Chen; Jiang Wang 002; Shuangming Yang; Ying-Mei Qin; Bin Deng 001; Xile Wei (Neurocomputing, 2017)

Efficient hardware implementation of the subthalamic nucleus-external globus pallidus oscillation system and its dynamics investigation. - Shuangming Yang; Xile Wei; Jiang Wang 002; Bin Deng 001; Chen Liu 003; Haitao Yu 001; Huiyan Li (Neural Networks, 2017)

FPGA implementation of hippocampal spiking network and its real-time simulation on dynamical neuromodulation of oscillations. - Shuangming Yang; Bin Deng 001; Huiyan Li; Chen Liu 003; Jiang Wang 002; Haitao Yu 001; Ying-Mei Qin (Neurocomputing, 2018)

Cost-efficient FPGA implementation of a biologically plausible dopamine neural network and its application. - Shuangming Yang; Jiang Wang 002; Qianjin Lin; Bin Deng 001; Xile Wei; Chen Liu 003; Huiyan Li (Neurocomputing, 2018)

Digital Implementation of the Retinal Spiking Neural Network under Light Stimulation. - Shuangming Yang; Jiang Wang 002; Bin Deng 001; Huiyan Li; Yanqiu Che (NER, 2019)

Real-Time Neuromorphic System for Large-Scale Conductance-Based Spiking Neural Networks. - Shuangming Yang; Jiang Wang 002; Bin Deng 001; Chen Liu 003; Huiyan Li; Chris Fietkiewicz; Kenneth A. Loparo (IEEE Trans. Cybern., 2019)

Design of Hidden-Property-Based Variable Universe Fuzzy Control for Movement Disorders and Its Efficient Reconfigurable Implementation. - Shuangming Yang; Bin Deng 001; Jiang Wang 002; Chen Liu 003; Huiyan Li; Qianjin Lin; Chris Fietkiewicz; Kenneth A. Loparo (IEEE Trans. Fuzzy Syst., 2019)

Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons. - Shuangming Yang; Bin Deng 001; Jiang Wang 002; Huiyan Li; Meili Lu; Yanqiu Che; Xile Wei; Kenneth A. Loparo (IEEE Trans. Neural Networks Learn. Syst., 2020)

A CORDIC based real-time implementation and analysis of a respiratory central pattern generator. - Xinyu Hao; Shuangming Yang; Bin Deng 001; Jiang Wang 002; Xile Wei; Yanqiu Che (Neurocomputing, 2021)

Reconstruction of a Fully Paralleled Auditory Spiking Neural Network and FPGA Implementation. - Bin Deng 001; Yanrong Fan; Jiang Wang 002; Shuangming Yang (IEEE Trans. Biomed. Circuits Syst., 2021)

Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion. - Shuangming Yang; Jiangtong Tan; Badong Chen (Entropy, 2022)

Local and Global Feature Learning With Kernel Scale-Adaptive Attention Network for VHR Remote Sensing Change Detection. - Tao Lei; Dinghua Xue; Hailong Ning; Shuangming Yang; Zhiyong Lv; Asoke K. Nandi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

BiCoSS: Toward Large-Scale Cognition Brain With Multigranular Neuromorphic Architecture. - Shuangming Yang; Jiang Wang 002; Xinyu Hao; Huiyan Li; Xile Wei; Bin Deng 001; Kenneth A. Loparo (IEEE Trans. Neural Networks Learn. Syst., 2022)

Neuromorphic Context-Dependent Learning Framework With Fault-Tolerant Spike Routing. - Shuangming Yang; Jiang Wang 002; Bin Deng 001; Mostafa Rahimi Azghadi; Bernabé Linares-Barranco (IEEE Trans. Neural Networks Learn. Syst., 2022)

CerebelluMorphic: Large-Scale Neuromorphic Model and Architecture for Supervised Motor Learning. - Shuangming Yang; Jiang Wang 002; Nan Zhang; Bin Deng 001; Yanwei Pang; Mostafa Rahimi Azghadi (IEEE Trans. Neural Networks Learn. Syst., 2022)

Evolutionary Optimization of Neuromorphic Architecture for Low-power Cerebellum Prosthetic Instrumentation and Device in Biomedical Systems. - Shuangming Yang; Haowen Wang; Mostafa Rahimi Azghadi (I2MTC, 2023)

Triple Change Detection Network via Joint Multifrequency and Full-Scale Swin-Transformer for Remote Sensing Images. - Dinghua Xue; Tao Lei; Shuangming Yang; Zhiyong Lv; Tongfei Liu; Yaochu Jin; Asoke K. Nandi (IEEE Trans. Geosci. Remote. Sens., 2023)

Spike-driven multi-scale learning with hybrid mechanisms of spiking dendrites. - Shuangming Yang; Yanwei Pang; Haowen Wang; Tao Lei; Jing Pan; Jian Wang; Yaochu Jin (Neurocomputing, 2023)

Auditory perception architecture with spiking neural network and implementation on FPGA. - Bin Deng 001; Yanrong Fan; Jiang Wang 002; Shuangming Yang (Neural Networks, 2023)

Smart Traffic Navigation System for Fault-Tolerant Edge Computing of Internet of Vehicle in Intelligent Transportation Gateway. - Shuangming Yang; Jiangtong Tan; Tao Lei; Bernabé Linares-Barranco (IEEE Trans. Intell. Transp. Syst., 2023)

SNIB: Improving Spike-Based Machine Learning Using Nonlinear Information Bottleneck. - Shuangming Yang; Badong Chen (IEEE Trans. Syst. Man Cybern. Syst., 2023)

SOMeL: Multi-Granular Optimized Framework for Digital Neuromorphic Meta-Learning. - Shuangming Yang; Qing He; Mostafa Rahimi Azghadi (I2MTC, 2024)

Maximum entropy intrinsic learning for spiking networks towards embodied neuromorphic vision. - Shuangming Yang; Qing He; Yao Lu; Badong Chen (Neurocomputing, 2024)

Integrating Visual Perception With Decision Making in Neuromorphic Fault-Tolerant Quadruplet-Spike Learning Framework. - Shuangming Yang; Haowen Wang; Yanwei Pang; Yaochu Jin; Bernabé Linares-Barranco (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Unsupervised character recognition with graphene memristive synapses. - Ben Walters; Corey Lammie; Shuangming Yang; Mohan V. Jacob; Mostafa Rahimi Azghadi (Neural Comput. Appl., 2024)

NADOL: Neuromorphic Architecture for Spike-Driven Online Learning by Dendrites. - Shuangming Yang; Haowen Wang; Yanwei Pang; Mostafa Rahimi Azghadi; Bernabé Linares-Barranco (IEEE Trans. Biomed. Circuits Syst., 2024)

SIBoLS: Robust and Energy-Efficient Learning for Spike-Based Machine Intelligence in Information Bottleneck Framework. - Shuangming Yang; Haowen Wang; Badong Chen (IEEE Trans. Cogn. Dev. Syst., 2024)

Biologically plausible unsupervised learning for self-organizing spiking neural networks with dendritic computation. - Geng Zhang; Shuangming Yang; Xuetao Zhang 001; Badong Chen (Neurocomputing, 2025)

Video Wire Inpainting via Hierarchical Feature Mixture. - Zhong Ji; Yimu Su; Yan Zhang 135; Shuangming Yang; Yanwei Pang (Image Vis. Comput., 2025)

Effective Surrogate Gradient Learning With High-Order Information Bottleneck for Spike-Based Machine Intelligence. - Shuangming Yang; Badong Chen (IEEE Trans. Neural Networks Learn. Syst., 2025)

CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance Segmentation. - Wenqi Zhu; Jiale Cao; Jin Xie 005; Shuangming Yang; Yanwei Pang (IEEE Trans. Circuits Syst. Video Technol., 2025)

Self-Supervised High-Order Information Bottleneck Learning of Spiking Neural Network for Robust Event-Based Optical Flow Estimation. - Shuangming Yang; Bernabé Linares-Barranco; Yuzhu Wu; Badong Chen (IEEE Trans. Pattern Anal. Mach. Intell., 2025)