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 |
DOI | 10.1109/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 |
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