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Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics 期刊论文
NATURE COMMUNICATIONS, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:  Zheng, Hanle;  Zheng, Zhong;  Hu, Rui;  Xiao, Bo;  Wu, Yujie;  Yu, Fangwen;  Liu, Xue;  Li, Guoqi;  Deng, Lei
收藏  |  浏览/下载：66/0  |  提交时间：2024/02/21
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：68/0  |  提交时间：2023/11/17
Attention mechanism  efficient neuromorphic inference  neuromorphic computing  spiking neural network  
Spike Attention Coding for Spiking Neural Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 7
作者:  Liu, Jiawen;  Hu, Yifan;  Li, Guoqi;  Pei, Jing;  Deng, Lei
收藏  |  浏览/下载：91/0  |  提交时间：2023/11/16
Rate coding  spike attention coding (SAC)  spiking neural networks (SNNs)  temporal coding  
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：216/0  |  提交时间：2022/11/21
Full 8-bit quantization  Network without batch normalization  Small batch  Online training  Resource-limited devices  
Many-body Hilbert space scarring on a superconducting processor 期刊论文
NATURE PHYSICS, 2022, 页码: 9
作者:  Zhang, Pengfei;  Dong, Hang;  Gao, Yu;  Zhao, Liangtian;  Hao, Jie;  Desaules, Jean-Yves;  Guo, Qiujiang;  Chen, Jiachen;  Deng, Jinfeng;  Liu, Bobo;  Ren, Wenhui;  Yao, Yunyan;  Zhang, Xu;  Xu, Shibo;  Wang, Ke;  Jin, Feitong;  Zhu, Xuhao;  Zhang, Bing;  Li, Hekang;  Song, Chao;  Wang, Zhen;  Liu, Fangli;  Papic, Zlatko;  Ying, Lei;  Wang, H.;  Lai, Ying-Cheng
收藏  |  浏览/下载：283/0  |  提交时间：2022/11/14
Hardware-Oriented Algorithm for High-Speed Laser Centerline Extraction Based on Hessian Matrix 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 卷号: 70, 页码: 14
作者:  Li, Zhikai;  Ma, Liping;  Long, Xianlei;  Chen, Yunze;  Deng, Haitao;  Yan, Fengxia;  Gu, Qingyi
Adobe PDF(3764Kb)  |  收藏  |  浏览/下载：296/43  |  提交时间：2022/03/17
Hardware image processing  Hessian matrix  high-speed vision  laser centerline extraction  line-section 3-D reconstruction  
GA-NET: Global Attention Network for Point Cloud Semantic Segmentation 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2021, 卷号: 28, 页码: 1300-1304
作者:  Deng, Shuang;  Dong, Qiulei
Adobe PDF(801Kb)  |  收藏  |  浏览/下载：202/32  |  提交时间：2021/08/15
Three-dimensional displays  Feature extraction  Semantics  Computational complexity  Vegetation mapping  Image segmentation  Feeds  3D point cloud  semantic segmentation  global attention  convolutional neural networks  deep learning  
Face-sketch learning with human sketch-drawing order enforcement 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 卷号: 63, 期号: 11, 页码: 3
作者:  Chang, Liang;  Jin, Lihua;  Weng, Lifen;  Chao, Wentao;  Wang, Xuguang;  Deng, Xiaoming;  Dong, Qiulei
收藏  |  浏览/下载：177/0  |  提交时间：2021/01/06
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：248/0  |  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：348/122  |  提交时间：2019/06/21
Initial Point Alignment, Seam Tracking, Narrow Weld, Laser Vision Sensor, Robot Welding