OPT OpenIR  > 瞬态光学研究室
Attention-Guided CNN-Transformer Hybrid Network for Hyperspectral Image Classification
Chen, Sikai1; Xue, Jintao2,3; Chen, Yihan3; Gu, Yuean3; Yin, Haoran1,3; Bao, Shenlei2,3; Li, Guike1,3; Wang, Binhao2,3; Qi, Nan1,3
2024
会议名称44th Annual IEEE Custom Integrated Circuits Conference, CICC 2024
会议录名称2024 IEEE Custom Integrated Circuits Conference, CICC 2024 - Proceedings
会议日期2024-04-21
会议地点Denver, CO, United states
出版者Institute of Electrical and Electronics Engineers Inc.
产权排序2
摘要

The emerging AI computing system asks for high-speed, large-scale, and power-efficient interconnects. As the system scales-out reaching tens-of-meters, electrical links cannot support higher bandwidth (BW) at affordable power consumption. Silicon photonic (SiPh) technology enables the fabrication of both photonic integrated circuits (PIC) and electronic integrated circuits (EIC) on the same wafer. By integrating optical transceivers into the xPU package, fiber channels could be directly attached to the chip edge, building up the highly integrated optical-IO. SiPh micro-ring resonator (MRR) is an attractive solution due to small footprint and its capability of wavelength selection [1]-[3]. To fit more wavelengths into one full-spectral-range (FSR) of the MRR, dense wavelength-division multiplexing (DWDM) has been adopted, which brings design challenges on anti-aliasing and wavelength stabilizing. © 2024 IEEE.

关键词Hyperspectral convolutional neural network transformer attention-guided
作者部门瞬态光学研究室
DOI10.1109/CICC60959.2024.10529008
收录类别EI
ISBN号9798350394061
语种英语
ISSN号08865930
EI入藏号20242216153064
引用统计
文献类型会议论文
条目标识符http://ir.opt.ac.cn/handle/181661/97512
专题瞬态光学研究室
通讯作者Qi, Nan
作者单位1.Institute of Semiconductors Chinese Academy of Sciences (CAS), Beijing, China;
2.Xi'An Institute of Optics and Precision Mechanics, CAS, Xi'an, China;
3.University of Chinese Academy of Sciences, Beijing, China
推荐引用方式
GB/T 7714
Chen, Sikai,Xue, Jintao,Chen, Yihan,et al. Attention-Guided CNN-Transformer Hybrid Network for Hyperspectral Image Classification[C]:Institute of Electrical and Electronics Engineers Inc.,2024.
条目包含的文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Attention-Guided CNN(14293KB)会议论文 限制开放CC BY-NC-SA请求全文
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Chen, Sikai]的文章
[Xue, Jintao]的文章
[Chen, Yihan]的文章
百度学术
百度学术中相似的文章
[Chen, Sikai]的文章
[Xue, Jintao]的文章
[Chen, Yihan]的文章
必应学术
必应学术中相似的文章
[Chen, Sikai]的文章
[Xue, Jintao]的文章
[Chen, Yihan]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。