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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  
Improving Utilization of Dataflow Unit for Multi-Batch Processing 期刊论文
ACM TRANSACTIONS ON ARCHITECTURE AND CODE OPTIMIZATION, 2024, 卷号: 21, 期号: 1, 页码: 26
作者:  Fan, Zhihua;  Li, Wenming;  Wang, Zhen;  Yang, Yu;  Ye, Xiaochun;  Fan, Dongrui;  Sun, Ninghui;  An, Xuejun
收藏  |  浏览/下载:12/0  |  提交时间:2024/05/20
Utilization  network-on-chip  decoupled architecture  batch processing  
Secured Data Transmission Over Insecure Networks-on-Chip by Modulating Inter-Packet Delays 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 11, 页码: 4313-4324
作者:  Xu, Jiaen;  Wang, Xiaohang;  Jiang, Yingtao;  Singh, Amit Kumar;  Gu, Chongyan;  Huang, Letian;  Yang, Mei;  Li, Shunbin
收藏  |  浏览/下载:21/0  |  提交时间:2023/07/12
Block coding  inter-packet delay  network-on-chip (NoC)  secure channel  
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  
LINAC: A Spatially Linear Accelerator for Convolutional Neural Networks 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2022, 卷号: 21, 期号: 1, 页码: 29-32
作者:  Xiao, Hang;  Xu, Haobo;  Wang, Ying;  Wang, Yujie;  Han, Yinhe
收藏  |  浏览/下载:30/0  |  提交时间:2022/12/07
Linear particle accelerator  Correlation  Kernel  Convolution  Linear regression  System-on-chip  Quantization (signal)  Neural network  acceleration  convolution  linear regression  bit-sparsity  
SEAD Counter: Self-Adaptive Counters With Different Counting Ranges 期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2021, 页码: 17
作者:  Liu, Xilai;  Xu, Yan;  Liu, Peng;  Yang, Tong;  Xu, Jiaqi;  Wang, Lun;  Xie, Gaogang;  Li, Xiaoming;  Uhlig, Steve
收藏  |  浏览/下载:36/0  |  提交时间:2022/06/21
Memory management  Mice  Arrays  Random access memory  System-on-chip  Hash functions  Computer science  Estimator  sketches  generic counter  network measurement  compression  self-adaptive  
EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2021, 卷号: 70, 期号: 9, 页码: 1511-1525
作者:  Liang, Shengwen;  Wang, Ying;  Liu, Cheng;  He, Lei;  Li, Huawei;  Xu, Dawen;  Li, Xiaowei
收藏  |  浏览/下载:47/0  |  提交时间:2021/12/01
Neural networks  Hardware  System-on-chip  Task analysis  Feature extraction  Memory management  Graph neural network  accelerator architecture  hardware acceleration  
An Edge 3D CNN Accelerator for Low-Power Activity Recognition 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2021, 卷号: 40, 期号: 5, 页码: 918-930
作者:  Wang, Ying;  Wang, Yongchen;  Shi, Cong;  Cheng, Long;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载:46/0  |  提交时间:2021/12/01
Three-dimensional displays  Two dimensional displays  Arrays  Feature extraction  System-on-chip  Redundancy  3D CNN  activity analysis  CNN accelerator  network-on-chip  video  
Wavelength assignment method based on ACO to reduce crosstalk for ring-based optical Network-on-Chip 期刊论文
MICROPROCESSORS AND MICROSYSTEMS, 2019, 卷号: 71, 页码: 7
作者:  Chu, Zhuqin;  Li, Hui;  Gu, Huaxi;  Ye, Xiaochun
收藏  |  浏览/下载:47/0  |  提交时间:2020/12/10
Crosstalk reducing  Optical Network-on-Chip  Wavelength assignment  Ant colony optimization