Photonic Chip Based on Ultrafast Laser-Induced Reversible Phase Change for Convolutional Neural Network
Highlights Programmable photonic chips based on ultrafast laser-induced phase change is fabricated for photonic computing. Based on the integrated photonic chip, photonic convolutional neural networks are built to implement machine learning algorithm, and images recognition task is achieved. The tra...
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| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2025-03-01
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| Series: | Nano-Micro Letters |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/s40820-025-01693-5 |
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| _version_ | 1849342284320997376 |
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| author | Jiawang Xie Jianfeng Yan Haoze Han Yuzhi Zhao Ma Luo Jiaqun Li Heng Guo Ming Qiao |
| author_facet | Jiawang Xie Jianfeng Yan Haoze Han Yuzhi Zhao Ma Luo Jiaqun Li Heng Guo Ming Qiao |
| author_sort | Jiawang Xie |
| collection | DOAJ |
| description | Highlights Programmable photonic chips based on ultrafast laser-induced phase change is fabricated for photonic computing. Based on the integrated photonic chip, photonic convolutional neural networks are built to implement machine learning algorithm, and images recognition task is achieved. The transient laser-induced phase change dynamics of Sb film are revealed at atomic scale, and the phase change time is measured. |
| format | Article |
| id | doaj-art-6e5bea4f3ff34f77b53d2c0a006aef97 |
| institution | Kabale University |
| issn | 2311-6706 2150-5551 |
| language | English |
| publishDate | 2025-03-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | Nano-Micro Letters |
| spelling | doaj-art-6e5bea4f3ff34f77b53d2c0a006aef972025-08-20T03:43:26ZengSpringerOpenNano-Micro Letters2311-67062150-55512025-03-0117111410.1007/s40820-025-01693-5Photonic Chip Based on Ultrafast Laser-Induced Reversible Phase Change for Convolutional Neural NetworkJiawang Xie0Jianfeng Yan1Haoze Han2Yuzhi Zhao3Ma Luo4Jiaqun Li5Heng Guo6Ming Qiao7State Key Laboratory of Tribology in Advanced Equipment, Tsinghua UniversityState Key Laboratory of Tribology in Advanced Equipment, Tsinghua UniversityState Key Laboratory of Tribology in Advanced Equipment, Tsinghua UniversityState Key Laboratory of Tribology in Advanced Equipment, Tsinghua UniversityState Key Laboratory of Tribology in Advanced Equipment, Tsinghua UniversityState Key Laboratory of Tribology in Advanced Equipment, Tsinghua UniversityState Key Laboratory of Tribology in Advanced Equipment, Tsinghua UniversityState Key Laboratory of Tribology in Advanced Equipment, Tsinghua UniversityHighlights Programmable photonic chips based on ultrafast laser-induced phase change is fabricated for photonic computing. Based on the integrated photonic chip, photonic convolutional neural networks are built to implement machine learning algorithm, and images recognition task is achieved. The transient laser-induced phase change dynamics of Sb film are revealed at atomic scale, and the phase change time is measured.https://doi.org/10.1007/s40820-025-01693-5Photonic chipUltrafast laserPhase changeConvolutional neural network |
| spellingShingle | Jiawang Xie Jianfeng Yan Haoze Han Yuzhi Zhao Ma Luo Jiaqun Li Heng Guo Ming Qiao Photonic Chip Based on Ultrafast Laser-Induced Reversible Phase Change for Convolutional Neural Network Nano-Micro Letters Photonic chip Ultrafast laser Phase change Convolutional neural network |
| title | Photonic Chip Based on Ultrafast Laser-Induced Reversible Phase Change for Convolutional Neural Network |
| title_full | Photonic Chip Based on Ultrafast Laser-Induced Reversible Phase Change for Convolutional Neural Network |
| title_fullStr | Photonic Chip Based on Ultrafast Laser-Induced Reversible Phase Change for Convolutional Neural Network |
| title_full_unstemmed | Photonic Chip Based on Ultrafast Laser-Induced Reversible Phase Change for Convolutional Neural Network |
| title_short | Photonic Chip Based on Ultrafast Laser-Induced Reversible Phase Change for Convolutional Neural Network |
| title_sort | photonic chip based on ultrafast laser induced reversible phase change for convolutional neural network |
| topic | Photonic chip Ultrafast laser Phase change Convolutional neural network |
| url | https://doi.org/10.1007/s40820-025-01693-5 |
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