Shuangming Yang

36 papers Journal 32Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Biologically plausible unsupervised learning for self-organizing spiking neural networks with dendritic computation.
Neurocomputing
Geng Zhang, Shuangming Yang, Xuetao Zhang, Badong Chen
2025 J jnl
CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance Segmentation.
IEEE Trans. Circuits Syst. Video Technol.
Wenqi Zhu, Jiale Cao, Jin Xie, Shuangming Yang, Yanwei Pang
2025 J jnl
Effective Surrogate Gradient Learning With High-Order Information Bottleneck for Spike-Based Machine Intelligence.
IEEE Trans. Neural Networks Learn. Syst.
Shuangming Yang, Badong Chen
2025 J jnl
Self-Supervised High-Order Information Bottleneck Learning of Spiking Neural Network for Robust Event-Based Optical Flow Estimation.
IEEE Trans. Pattern Anal. Mach. Intell.
Shuangming Yang, Bernabé Linares-Barranco, Yuzhu Wu, Badong Chen
2025 J jnl
Video Wire Inpainting via Hierarchical Feature Mixture.
Image Vis. Comput.
Zhong Ji, Yimu Su, Yan Zhang, Shuangming Yang, Yanwei Pang
2024 J jnl
CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance Segmentation.
CoRR
Wenqi Zhu, Jiale Cao, Jin Xie, Shuangming Yang, Yanwei Pang
2024 J jnl
Integrating Visual Perception With Decision Making in Neuromorphic Fault-Tolerant Quadruplet-Spike Learning Framework.
IEEE Trans. Syst. Man Cybern. Syst.
Shuangming Yang, Haowen Wang, Yanwei Pang, Yaochu Jin, Bernabé Linares-Barranco
2024 J jnl
Maximum entropy intrinsic learning for spiking networks towards embodied neuromorphic vision.
Neurocomputing
Shuangming Yang, Qing He, Yao Lu, Badong Chen
2024 J jnl
NADOL: Neuromorphic Architecture for Spike-Driven Online Learning by Dendrites.
IEEE Trans. Biomed. Circuits Syst.
Shuangming Yang, Haowen Wang, Yanwei Pang, Mostafa Rahimi Azghadi, Bernabé Linares-Barranco
2024 J jnl
SIBoLS: Robust and Energy-Efficient Learning for Spike-Based Machine Intelligence in Information Bottleneck Framework.
IEEE Trans. Cogn. Dev. Syst.
Shuangming Yang, Haowen Wang, Badong Chen
2024 — conf
SOMeL: Multi-Granular Optimized Framework for Digital Neuromorphic Meta-Learning.
I2MTC
Shuangming Yang, Qing He, Mostafa Rahimi Azghadi
2024 J jnl
Unsupervised character recognition with graphene memristive synapses.
Neural Comput. Appl.
Ben Walters, Corey Lammie, Shuangming Yang, Mohan V. Jacob, Mostafa Rahimi Azghadi
2023 J jnl
Auditory perception architecture with spiking neural network and implementation on FPGA.
Neural Networks
Bin Deng, Yanrong Fan, Jiang Wang, Shuangming Yang
2023 — conf
Evolutionary Optimization of Neuromorphic Architecture for Low-power Cerebellum Prosthetic Instrumentation and Device in Biomedical Systems.
I2MTC
Shuangming Yang, Haowen Wang, Mostafa Rahimi Azghadi
2023 J jnl
SNIB: Improving Spike-Based Machine Learning Using Nonlinear Information Bottleneck.
IEEE Trans. Syst. Man Cybern. Syst.
Shuangming Yang, Badong Chen
2023 J jnl
Smart Traffic Navigation System for Fault-Tolerant Edge Computing of Internet of Vehicle in Intelligent Transportation Gateway.
IEEE Trans. Intell. Transp. Syst.
Shuangming Yang, Jiangtong Tan, Tao Lei, Bernabé Linares-Barranco
2023 J jnl
Spike-driven multi-scale learning with hybrid mechanisms of spiking dendrites.
Neurocomputing
Shuangming Yang, Yanwei Pang, Haowen Wang, Tao Lei, Jing Pan, Jian Wang, Yaochu Jin
2023 J jnl
Triple Change Detection Network via Joint Multifrequency and Full-Scale Swin-Transformer for Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Dinghua Xue, Tao Lei, Shuangming Yang, Zhiyong Lv, Tongfei Liu, Yaochu Jin, Asoke K. Nandi
2022 J jnl
BiCoSS: Toward Large-Scale Cognition Brain With Multigranular Neuromorphic Architecture.
IEEE Trans. Neural Networks Learn. Syst.
Shuangming Yang, Jiang Wang, Xinyu Hao, Huiyan Li, Xile Wei, Bin Deng, Kenneth A. Loparo
2022 J jnl
CerebelluMorphic: Large-Scale Neuromorphic Model and Architecture for Supervised Motor Learning.
IEEE Trans. Neural Networks Learn. Syst.
Shuangming Yang, Jiang Wang, Nan Zhang, Bin Deng, Yanwei Pang, Mostafa Rahimi Azghadi
2022 J jnl
Local and Global Feature Learning With Kernel Scale-Adaptive Attention Network for VHR Remote Sensing Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tao Lei, Dinghua Xue, Hailong Ning, Shuangming Yang, Zhiyong Lv, Asoke K. Nandi
2022 J jnl
Neuromorphic Context-Dependent Learning Framework With Fault-Tolerant Spike Routing.
IEEE Trans. Neural Networks Learn. Syst.
Shuangming Yang, Jiang Wang, Bin Deng, Mostafa Rahimi Azghadi, Bernabé Linares-Barranco
2022 J jnl
Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion.
Entropy
Shuangming Yang, Jiangtong Tan, Badong Chen
2021 J jnl
A CORDIC based real-time implementation and analysis of a respiratory central pattern generator.
Neurocomputing
Xinyu Hao, Shuangming Yang, Bin Deng, Jiang Wang, Xile Wei, Yanqiu Che
2021 J jnl
Reconstruction of a Fully Paralleled Auditory Spiking Neural Network and FPGA Implementation.
IEEE Trans. Biomed. Circuits Syst.
Bin Deng, Yanrong Fan, Jiang Wang, Shuangming Yang
2020 J jnl
Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons.
IEEE Trans. Neural Networks Learn. Syst.
Shuangming Yang, Bin Deng, Jiang Wang, Huiyan Li, Meili Lu, Yanqiu Che, Xile Wei, 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 — conf
Digital Implementation of the Retinal Spiking Neural Network under Light Stimulation.
NER
Shuangming Yang, Jiang Wang, Bin Deng, Huiyan Li, Yanqiu Che
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
2017 J jnl
A real-time FPGA implementation of a biologically inspired central pattern generator network.
Neurocomputing
Qi Chen, Jiang Wang, Shuangming Yang, Ying-Mei Qin, Bin Deng, Xile Wei
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 — conf
Real-Time Prediction of the Unobserved States in Dopamine Neurons on a Reconfigurable FPGA Platform.
ICONIP (4)
Shuangming Yang, Jiang Wang, Bin Deng, Xile Wei, Lihui Cai, Huiyan Li, Ruofan Wang
2016 J jnl
Digital implementations of thalamocortical neuron models and its application in thalamocortical control using FPGA for Parkinson's disease.
Neurocomputing
Shuangming Yang, Jiang Wang, Shunan Li, Huiyan Li, Xile Wei, Haitao Yu, Bin Deng
2015 J jnl
Cost-efficient FPGA implementation of basal ganglia and their Parkinsonian analysis.
Neural Networks
Shuangming Yang, Jiang Wang, Shunan Li, Bin Deng, Xile Wei, Haitao Yu, Huiyan Li