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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：2/0  |  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：35/0  |  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  
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：71/0  |  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  
CompSNN: A lightweight spiking neural network based on spatiotemporally compressive spike features 期刊论文
NEUROCOMPUTING, 2021, 卷号: 425, 页码: 96-106
作者:  Wang, Tengxiao;  Shi, Cong;  Zhou, Xichuan;  Lin, Yingcheng;  He, Junxian;  Gan, Ping;  Li, Ping;  Wang, Ying;  Liu, Liyuan;  Wu, Nanjian;  Luo, Gang
收藏  |  浏览/下载：75/0  |  提交时间：2021/12/01
Neuromorphic computing  Spiking neural networks  SNN  Compressive sensing  Object classification  Multi-spike encoding  
Self-Tuning p-Spectral Clustering Based on Shared Nearest Neighbors 期刊论文
COGNITIVE COMPUTATION, 2015, 卷号: 7, 期号: 5, 页码: 622-632
作者:  Jia, Hongjie;  Ding, Shifei;  Du, Mingjing
收藏  |  浏览/下载：83/0  |  提交时间：2019/12/13
Spectral clustering  Cheeger cut  p-Laplacian  SNN  FOA