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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:2/0  |  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:22/0  |  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:33/0  |  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  
Anisotropic to Isotropic Transition in Monolayer Group-IV Tellurides 期刊论文
MATERIALS, 2021, 卷号: 14, 期号: 16, 页码: 12
作者:  Wang, Qian;  Wu, Liyuan;  Urban, Alexander;  Cao, Huawei;  Lu, Pengfei
收藏  |  浏览/下载:45/0  |  提交时间:2021/12/01
two-dimensional materials  group-IV tellurides  anisotropic structure  
Hydrogen evolution reaction on in-plane platinum and palladium dichalcogenides via single-atom doping 期刊论文
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2021, 卷号: 46, 期号: 35, 页码: 18294-18304
作者:  Liu, Gang;  Li, Jingjing;  Dong, Chao;  Wu, Liyuan;  Liang, Dan;  Cao, Huawei;  Lu, Pengfei
收藏  |  浏览/下载:46/0  |  提交时间:2021/12/01
Density functional theory  Platinum and palladium dichalcogenides  Single-atom doping  Hydrogen evolution reaction  
Electronic and Topological Properties of Ultraflat Stanene Functionalized by Hydrogen and Halogen Atoms 期刊论文
JOURNAL OF ELECTRONIC MATERIALS, 2021, 页码: 7
作者:  Zhao, Huiyan;  Zhu, Pengfei;  Wang, Qian;  Cao, Huawei;  Wu, Ge;  Hao, Jinbo;  Han, Lihong;  Wu, Liyuan;  Lu, Pengfei
收藏  |  浏览/下载:43/0  |  提交时间:2021/12/01
Ultraflat stanene  first-principles calculations  functionalization  electronic and topological properties  
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:47/0  |  提交时间:2021/12/01
Neuromorphic computing  Spiking neural networks  SNN  Compressive sensing  Object classification  Multi-spike encoding  
Investigation of native defects and impurities in X-N (X = Al, Ga, In) 期刊论文
COMPUTATIONAL MATERIALS SCIENCE, 2021, 卷号: 188, 页码: 9
作者:  Chen, Yingjie;  Wu, Liyuan;  Liang, Dan;  Lu, Pengfei;  Wang, Jianjun;  Chen, Jun;  Cao, Huawei;  Han, Lihong
收藏  |  浏览/下载:47/0  |  提交时间:2021/12/01
Group III nitrides  First-principles  Bulk modulus  Defect levels  Formation energies