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Adaptive dendritic plasticity in brain-inspired dynamic neural networks for enhanced multi-timescale feature extraction 期刊论文
NEURAL NETWORKS, 2026, 卷号: 194, 页码: 15
作者:  Mao, Jiayi;  Zheng, Hanle;  Yin, Huifeng;  Fan, Hanxiao;  Mei, Lingrui;  Guo, Hao;  Li, Yao;  Wu, Jibin;  Pei, Jing;  Deng, Lei
收藏  |  浏览/下载：5/0  |  提交时间：2025/12/03
Brain-inspired neural networks  Dendritic heterogeneity LIM neurons  Adaptive dendritic plasticity  Multi-timescale feature extraction  
A Visual-Cortex-Mimetic Tiny Neuromorphic Vision Processor Based on Reconfigurable Cortical Neuron Unit 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2025, 卷号: 72, 期号: 7, 页码: 943-947
作者:  Chen, Mingju;  He, Junxian;  Wang, Haibing;  Wang, Tengxiao;  Gao, Haoran;  Liu, Liyuan;  Wang, Ying;  Shi, Cong
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Neurons  Neuromorphics  Visualization  Feature extraction  Data models  Image edge detection  Brain modeling  Retina  Costs  Synapses  Neuromorphic processor  spiking neural network  visual cortex  on-chip learning  STDP  
JSNPE: A Digital Superconducting Spiking Neural Processing Element 期刊论文
IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2025, 卷号: 35, 期号: 4, 页码: 12
作者:  Jiang, Huilong;  Wang, Zhongqi;  Huang, Junying;  Chen, Gang;  Zhang, Zhimin;  Ye, Xiaochun;  Fan, Dongrui;  You, Lixing
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Neurons  Synapses  Superconducting transmission lines  Superconducting logic circuits  Neuromorphics  Magnetic flux  Josephson junctions  SQUIDs  Membrane potentials  Logic  Josephson junction (JJ)  neuron  spiking neural network (SNN)  superconducting electronics  synapse  
Toward Superconducting Neuromorphic Computing Using Single-Flux-Quantum Circuits 期刊论文
IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2025, 卷号: 35, 期号: 3, 页码: 14
作者:  Liu, Zeshi;  Chen, Shuo;  Qu, Peiyao;  Tang, Guangming;  You, Haihang
收藏  |  浏览/下载：39/0  |  提交时间：2025/06/25
Circuits  Superconducting transmission lines  Superconducting logic circuits  Superconducting integrated circuits  Neuromorphic engineering  Neurons  Computational modeling  Integrated circuit modeling  Artificial intelligence  Logic  Neuromorphic computing  single-flux-quantum (SFQ)  spiking neural network (SNN)  superconducting computing  superconducting integrated circuit  
Exploring Winograd Convolution for Cost-Effective Neural Network Fault Tolerance 期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2023, 卷号: 31, 期号: 11, 页码: 1763-1773
作者:  Xue, Xinghua;  Liu, Cheng;  Liu, Bo;  Huang, Haitong;  Wang, Ying;  Luo, Tao;  Zhang, Lei;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：46/0  |  提交时间：2024/05/20
Fault tolerant systems  Fault tolerance  Artificial neural networks  Convolution  Reliability  Computational modeling  Neurons  Fault-tolerance  soft errors  vulnerability analysis  winograd convolution (WG-Conv)  
TripleBrain: A Compact Neuromorphic Hardware Core With Fast On-Chip Self-Organizing and Reinforcement Spike-Timing Dependent Plasticity 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2022, 卷号: 16, 期号: 4, 页码: 636-650
作者:  Wang, Haibing;  He, Zhen;  Wang, Tengxiao;  He, Junxian;  Zhou, Xichuan;  Wang, Ying;  Liu, Liyuan;  Wu, Nanjian;  Tian, Min;  Shi, Cong
收藏  |  浏览/下载：58/0  |  提交时间：2023/07/12
Neurons  Neuromorphics  Hardware  System-on-chip  Field programmable gate arrays  Synapses  Self-organizing feature maps  Neuromorphic system  spiking neural network  spike-timing dependent plasticity  self-organizing map  reinforce- ment learning  on-chip learning  
A Low-Cost FPGA Implementation of Spiking Extreme Learning Machine With On-Chip Reward-Modulated STDP Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 卷号: 69, 期号: 3, 页码: 1657-1661
作者:  He, Zhen;  Shi, Cong;  Wang, Tengxiao;  Wang, Ying;  Tian, Min;  Zhou, Xichuan;  Li, Ping;  Liu, Liyuan;  Wu, Nanjian;  Luo, Gang
收藏  |  浏览/下载：68/0  |  提交时间：2022/12/07
Neurons  Hardware  System-on-chip  Costs  Training  Field programmable gate arrays  Computational modeling  Neuromorphic computing  spiking neural network  extreme learning machine  spike-timing-dependent plasticity  reward-modulated  on-chip learning  
Locality-Aware Channel-Wise Dropout for Occluded Face Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 788-798
作者:  He, Mingjie;  Zhang, Jie;  Shan, Shiguang;  Liu, Xiao;  Wu, Zhongqin;  Chen, Xilin
收藏  |  浏览/下载：59/0  |  提交时间：2022/12/07
Face recognition  Feature extraction  Liquid crystal displays  Robustness  Neurons  Image reconstruction  Dictionaries  Occluded face recognition  locality-aware channel-wise dropout  spatial attention module  
Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15
作者:  Deng, Lei;  Wu, Yujie;  Hu, Yifan;  Liang, Ling;  Li, Guoqi;  Hu, Xing;  Ding, Yufei;  Li, Peng;  Xie, Yuan
收藏  |  浏览/下载：76/0  |  提交时间：2022/06/21
Neurons  Computational modeling  Quantization (signal)  Optimization  Encoding  Task analysis  Synapses  Activity regularization  alternating direction method of multiplier (ADMM)  connection pruning  spiking neural network (SNN) compression  weight quantization  
Self-Aware Neural Network Systems: A Survey and New Perspective 期刊论文
PROCEEDINGS OF THE IEEE, 2020, 卷号: 108, 期号: 7, 页码: 1047-1067
作者:  Du, Zidong;  Guo, Qi;  Zhao, Yongwei;  Chen, Yunji;  Xu, Zhiwei;  Zhi, Tian
收藏  |  浏览/下载：133/0  |  提交时间：2020/12/10
Artificial neural networks  Neurons  Self-aware  Monitoring  Sensors  Program processors  Logic gates  Self-aware neural network (NN) processors