中国科学院计算技术研究所机构知识库

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	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：13/0  |  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
	A visual cortex-inspired edge neuromorphic hardware architecture with on-chip multi-layer STDP learning 期刊论文 COMPUTERS & ELECTRICAL ENGINEERING, 2024, 卷号: 120, 页码: 17 作者:  He, Junxian;  Tian, Min;  Jiang, Ying;  Wang, Haibing;  Wang, Tengxiao;  Zhou, Xichuan;  Liu, Liyuan;  Wu, Nanjian;  Wang, Ying;  Shi, Cong 收藏  |  浏览/下载：32/0  |  提交时间：2024/12/06 Neuromorphic  Convolutional neuronal network  Spiking neural network  HMAX  STDP  On-chip learning
	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：43/0  |  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：56/0  |  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
	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：60/0  |  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