Shuangming Yang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 29

Top Topics

Fpga Implementation

Biologically Plausible

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Neural Networks

Publications

Wenqi Zhu, Jiale Cao, Jin Xie, Shuangming Yang, Yanwei Pang
CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance Segmentation. CoRR (2024)
Shuangming Yang, Haowen Wang, Yanwei Pang, Mostafa Rahimi Azghadi, Bernabé Linares-Barranco
NADOL: Neuromorphic Architecture for Spike-Driven Online Learning by Dendrites. IEEE Trans. Biomed. Circuits Syst. 18 (1) (2024)
Ben Walters, Corey Lammie, Shuangming Yang, Mohan V. Jacob, Mostafa Rahimi Azghadi
Unsupervised character recognition with graphene memristive synapses. Neural Comput. Appl. 36 (4) (2024)
Shuangming Yang, Haowen Wang, Yanwei Pang, Yaochu Jin, Bernabé Linares-Barranco
Integrating Visual Perception With Decision Making in Neuromorphic Fault-Tolerant Quadruplet-Spike Learning Framework. IEEE Trans. Syst. Man Cybern. Syst. 54 (3) (2024)
Shuangming Yang, Qing He, Mostafa Rahimi Azghadi
SOMeL: Multi-Granular Optimized Framework for Digital Neuromorphic Meta-Learning. I2MTC (2024)
Dinghua Xue, Tao Lei, Shuangming Yang, Zhiyong Lv, Tongfei Liu, Yaochu Jin, Asoke K. Nandi
Triple Change Detection Network via Joint Multifrequency and Full-Scale Swin-Transformer for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Shuangming Yang, Yanwei Pang, Haowen Wang, Tao Lei, Jing Pan, Jian Wang, Yaochu Jin
Spike-driven multi-scale learning with hybrid mechanisms of spiking dendrites. Neurocomputing 542 (2023)
Shuangming Yang, Jiangtong Tan, Tao Lei, Bernabé Linares-Barranco
Smart Traffic Navigation System for Fault-Tolerant Edge Computing of Internet of Vehicle in Intelligent Transportation Gateway. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Shuangming Yang, Badong Chen
SNIB: Improving Spike-Based Machine Learning Using Nonlinear Information Bottleneck. IEEE Trans. Syst. Man Cybern. Syst. 53 (12) (2023)
Shuangming Yang, Haowen Wang, Mostafa Rahimi Azghadi
Evolutionary Optimization of Neuromorphic Architecture for Low-power Cerebellum Prosthetic Instrumentation and Device in Biomedical Systems. 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, Jiangtong Tan, Badong Chen
Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion. Entropy 24 (4) (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)
Tao Lei, Dinghua Xue, Hailong Ning, Shuangming Yang, Zhiyong Lv, Asoke K. Nandi
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. 15 (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)
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)
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)
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)
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, Jiang Wang, Bin Deng, Huiyan Li, Yanqiu Che
Digital Implementation of the Retinal Spiking Neural Network under Light Stimulation. NER (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)
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)
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)
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)
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)
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)