Publications by authors named "Shuangming Yang"

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SSEL: spike-based structural entropic learning for spiking graph neural networks.
Shuangming Yang, Yuzhu Wu, Badong Chen

Front Neurosci· December 2025

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Self-Supervised High-Order Information Bottleneck Learning of Spiking Neural Network for Robust Event-Based Optical Flow Estimation.
Shuangming Yang, Bernabe Linares-Barranco, Yuzhu Wu, Badong Chen

IEEE Trans Pattern Anal Mach Intell· April 2025

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Effective Surrogate Gradient Learning With High-Order Information Bottleneck for Spike-Based Machine Intelligence.
Shuangming Yang, Badong Chen

IEEE Trans Neural Netw Learn Syst· January 2025

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NADOL: Neuromorphic Architecture for Spike-Driven Online Learning by Dendrites.
Shuangming Yang, Haowen Wang, Yanwei Pang, Mostafa Rahimi Azghadi, Bernabe Linares-Barranco

IEEE Trans Biomed Circuits Syst· February 2024

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Auditory perception architecture with spiking neural network and implementation on FPGA.
Bin Deng, Yanrong Fan, Jiang Wang, Shuangming Yang

Neural Netw· August 2023

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Neuromorphic Context-Dependent Learning Framework With Fault-Tolerant Spike Routing.
Shuangming Yang, Jiang Wang, Bin Deng, Mostafa Rahimi Azghadi, Bernabe Linares-Barranco

IEEE Trans Neural Netw Learn Syst· December 2022

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CerebelluMorphic: Large-Scale Neuromorphic Model and Architecture for Supervised Motor Learning.
Shuangming Yang, Jiang Wang, Nan Zhang, Bin Deng, Yanwei Pang

IEEE Trans Neural Netw Learn Syst· September 2022

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BiCoSS: Toward Large-Scale Cognition Brain With Multigranular Neuromorphic Architecture.
Shuangming Yang, Jiang Wang, Xinyu Hao, Huiyan Li, Xile Wei

IEEE Trans Neural Netw Learn Syst· July 2022

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Heterogeneous Ensemble-Based Spike-Driven Few-Shot Online Learning.
Shuangming Yang, Bernabe Linares-Barranco, Badong Chen

Front Neurosci· May 2022

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SAM: A Unified Self-Adaptive Multicompartmental Spiking Neuron Model for Learning With Working Memory.
Shuangming Yang, Tian Gao, Jiang Wang, Bin Deng, Mostafa Rahimi Azghadi

Front Neurosci· April 2022

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

Entropy (Basel)· March 2022

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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· December 2021

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Efficient Spike-Driven Learning With Dendritic Event-Based Processing.
Shuangming Yang, Tian Gao, Jiang Wang, Bin Deng, Benjamin Lansdell

Front Neurosci· February 2021

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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

IEEE Trans Neural Netw Learn Syst· January 2020

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Efficient Implementation of Cerebellar Purkinje Cell With the CORDIC Algorithm on LaCSNN.
Xinyu Hao, Shuangming Yang, Jiang Wang, Bin Deng, Xile Wei

Front Neurosci· October 2019

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Real-Time Neuromorphic System for Large-Scale Conductance-Based Spiking Neural Networks.
Shuangming Yang, Jiang Wang, Bin Deng, Chen Liu, Huiyan Li

IEEE Trans Cybern· July 2019

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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

Neural Netw· October 2017

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Efficient implementation of a real-time estimation system for thalamocortical hidden Parkinsonian properties.
Shuangming Yang, Bin Deng, Jiang Wang, Huiyan Li, Chen Liu

Sci Rep· January 2017

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Cost-efficient FPGA implementation of basal ganglia and their Parkinsonian analysis.
Shuangming Yang, Jiang Wang, Shunan Li, Bin Deng, Xile Wei

Neural Netw· November 2015

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