Shuangming Yang

According to our database, Shuangming Yang authored at least 31 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., October, 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., February, 2024

Unsupervised character recognition with graphene memristive synapses.

Ben Walters, Corey Lammie, Shuangming Yang, Mohan V. Jacob, Mostafa Rahimi Azghadi

Neural Comput. Appl., February, 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

Maximum entropy intrinsic learning for spiking networks towards embodied neuromorphic vision.

Shuangming Yang, Qing He, Yao Lu, Badong Chen

Neurocomputing, 2024

CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance Segmentation.

Wenqi Zhu, Jiale Cao, Jin Xie, Shuangming Yang, Yanwei Pang

CoRR, 2024

SOMeL: Multi-Granular Optimized Framework for Digital Neuromorphic Meta-Learning.

Shuangming Yang, Qing He, Mostafa Rahimi Azghadi

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

2023

SNIB: Improving Spike-Based Machine Learning Using Nonlinear Information Bottleneck.

Shuangming Yang, Badong Chen

IEEE Trans. Syst. Man Cybern. Syst., December, 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., November, 2023

Auditory perception architecture with spiking neural network and implementation on FPGA.

Bin Deng, Yanrong Fan, Jiang Wang, Shuangming Yang

Neural Networks, August, 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, July, 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

Evolutionary Optimization of Neuromorphic Architecture for Low-power Cerebellum Prosthetic Instrumentation and Device in Biomedical Systems.

Shuangming Yang, Haowen Wang, Mostafa Rahimi Azghadi

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

2022

CerebelluMorphic: Large-Scale Neuromorphic Model and Architecture for Supervised Motor Learning.

Shuangming Yang, Jiang Wang, Nan Zhang, Bin Deng, Yanwei Pang, Mostafa Rahimi Azghadi

IEEE Trans. Neural Networks Learn. Syst., 2022

Neuromorphic Context-Dependent Learning Framework With Fault-Tolerant Spike Routing.

Shuangming Yang, Jiang Wang, Bin Deng, Mostafa Rahimi Azghadi, Bernabé Linares-Barranco

IEEE Trans. Neural Networks Learn. Syst., 2022

BiCoSS: Toward Large-Scale Cognition Brain With Multigranular Neuromorphic Architecture.

Shuangming Yang, Jiang Wang, Xinyu Hao, Huiyan Li, Xile Wei, Bin Deng, Kenneth A. Loparo

IEEE Trans. Neural Networks Learn. Syst., 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

Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion.

Shuangming Yang, Jiangtong Tan, Badong Chen

Entropy, 2022

2021

Reconstruction of a Fully Paralleled Auditory Spiking Neural Network and FPGA Implementation.

Bin Deng, Yanrong Fan, Jiang Wang, Shuangming Yang

IEEE Trans. Biomed. Circuits Syst., 2021

A CORDIC based real-time implementation and analysis of a respiratory central pattern generator.

Xinyu Hao, Shuangming Yang, Bin Deng, Jiang Wang, Xile Wei, Yanqiu Che

Neurocomputing, 2021

2020

Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons.

Shuangming Yang, Bin Deng, Jiang Wang, Huiyan Li, Meili Lu, Yanqiu Che, Xile Wei, Kenneth A. Loparo

IEEE Trans. Neural Networks Learn. Syst., 2020

2019

Design of Hidden-Property-Based Variable Universe Fuzzy Control for Movement Disorders and Its Efficient Reconfigurable Implementation.

Shuangming Yang, Bin Deng, Jiang Wang, Chen Liu, Huiyan Li, Qianjin Lin, Chris Fietkiewicz, Kenneth A. Loparo

IEEE Trans. Fuzzy Syst., 2019

Real-Time Neuromorphic System for Large-Scale Conductance-Based Spiking Neural Networks.

Shuangming Yang, Jiang Wang, Bin Deng, Chen Liu, Huiyan Li, Chris Fietkiewicz, Kenneth A. Loparo

IEEE Trans. Cybern., 2019

Digital Implementation of the Retinal Spiking Neural Network under Light Stimulation.

Shuangming Yang, Jiang Wang, Bin Deng, Huiyan Li, Yanqiu Che

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

2018

Cost-efficient FPGA implementation of a biologically plausible dopamine neural network and its application.

Shuangming Yang, Jiang Wang, Qianjin Lin, Bin Deng, Xile Wei, Chen Liu, Huiyan Li

Neurocomputing, 2018

FPGA implementation of hippocampal spiking network and its real-time simulation on dynamical neuromodulation of oscillations.

Shuangming Yang, Bin Deng, Huiyan Li, Chen Liu, Jiang Wang, Haitao Yu, Ying-Mei Qin

Neurocomputing, 2018

2017

Efficient hardware implementation of the subthalamic nucleus-external globus pallidus oscillation system and its dynamics investigation.

Shuangming Yang, Xile Wei, Jiang Wang, Bin Deng, Chen Liu, Haitao Yu, Huiyan Li

Neural Networks, 2017

A real-time FPGA implementation of a biologically inspired central pattern generator network.

Qi Chen, Jiang Wang, Shuangming Yang, Ying-Mei Qin, Bin Deng, Xile Wei

Neurocomputing, 2017

Real-Time Prediction of the Unobserved States in Dopamine Neurons on a Reconfigurable FPGA Platform.

Shuangming Yang, Jiang Wang, Bin Deng, Xile Wei, Lihui Cai, Huiyan Li, Ruofan Wang

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

Digital implementations of thalamocortical neuron models and its application in thalamocortical control using FPGA for Parkinson's disease.

Shuangming Yang, Jiang Wang, Shunan Li, Huiyan Li, Xile Wei, Haitao Yu, Bin Deng

Neurocomputing, 2016

2015

Cost-efficient FPGA implementation of basal ganglia and their Parkinsonian analysis.

Shuangming Yang, Jiang Wang, Shunan Li, Bin Deng, Xile Wei, Haitao Yu, Huiyan Li

Neural Networks, 2015