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Advancing Spiking Neural Networks Toward Deep Residual Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 15
作者:  Hu, Yifan;  Deng, Lei;  Wu, Yujie;  Yao, Man;  Li, Guoqi
收藏  |  浏览/下载：10/0  |  提交时间：2024/07/03
Degradation problem  neuromorphic computing  residual neural network  spiking neural network (SNN)  
Attention Spiking Neural Networks 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9393-9410
作者:  Yao, Man;  Zhao, Guangshe;  Zhang, Hengyu;  Hu, Yifan;  Deng, Lei;  Tian, Yonghong;  Xu, Bo;  Li, Guoqi
收藏  |  浏览/下载：98/0  |  提交时间：2023/11/17
Attention mechanism  efficient neuromorphic inference  neuromorphic computing  spiking neural network  
General spiking neural network framework for the learning trajectory from a noisy mmWave radar 期刊论文
Neuromorphic Computing and Engineering, 2022, 卷号: 2, 期号: 3
作者:  Liu,Xin;  Yan,Mingyu;  Deng,Lei;  Wu,Yujie;  Han,De;  Li,Guoqi;  Ye,Xiaochun;  Fan,Dongrui
收藏  |  浏览/下载：85/0  |  提交时间：2023/05/31
millimeter wave radar  spiking neural networks  attention mechanism  model robustness  trajectory estimation  
Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 175-186
作者:  Yang, Yukuan;  Chi, Xiaowei;  Deng, Lei;  Yan, Tianyi;  Gao, Feng;  Li, Guoqi
收藏  |  浏览/下载：249/0  |  提交时间：2022/11/21
Full 8-bit quantization  Network without batch normalization  Small batch  Online training  Resource-limited devices  
An Initial Point Alignment and Seam-Tracking System for Narrow Weld 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 2, 页码: 877-886
作者:  Fan, Junfeng;  Deng, Sai;  Jing, Fengshui;  Zhou, Chou;  Yang, Lei;  Long, Teng;  Tan, Min
收藏  |  浏览/下载：265/0  |  提交时间：2020/06/02
Initial point alignment  laser vision sensor  narrow weld  robot welding  seam tracking  
An initial point alignment and seam tracking system for narrow weld 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 期号: 1, 页码: 1-10
作者:  Fan JF(范俊峰);  Deng S(邓赛);  Jing FS(景奉水);  Zhou C(周超);  Yang L(杨磊);  Long T(龙腾);  Tan M(谭民)
Adobe PDF(3300Kb)  |  收藏  |  浏览/下载：358/130  |  提交时间：2019/06/21
Initial Point Alignment, Seam Tracking, Narrow Weld, Laser Vision Sensor, Robot Welding