High‐Resolution Optical Convolutional Neural Networks Using Phase‐Change Material‐Based Microring Hybrid Waveguides
Optical Convolutional Neural Networks In article number 2400108, Weiwei Tan, Jiale He, Guanhai Li, Xiaoshuang Chen, and co-workers propose an optical neural network that leverages GST-based microring waveguides for on-chip computing, offering 64 levels of transmission contrast with 6-bit resolution. It achieves high accuracy in image edge detection and recognition with potential for large-scale photonic neural networks.
Authors
- Leijun Xu (ORCID: https://orcid.org/0000-0003-2885-6102)
- Weiwei Tang (ORCID: https://orcid.org/0009-0004-8504-7285)
- Song‐Yuan Ding (ORCID: https://orcid.org/0000-0002-1862-0713)
- Guanhai Li (ORCID: https://orcid.org/0000-0002-2745-055X)
- Qing‐Hua Qin (ORCID: https://orcid.org/0000-0003-0948-784X)
- Shuguang Zhu (ORCID: https://orcid.org/0000-0002-6939-9326)
- Changlong Liu (ORCID: https://orcid.org/0000-0002-6943-1090)
- Yiming Yu (ORCID: https://orcid.org/0009-0002-6682-7193)
- Jie Hong (ORCID: https://orcid.org/0000-0003-2739-9210)
- Ziying Li (ORCID: https://orcid.org/0000-0003-0554-6961)
- Zhengyang Zhang (ORCID: https://orcid.org/0000-0003-2041-7455)
- Xiaoshuang Chen (ORCID: https://orcid.org/0000-0003-0131-9454)
- Libo Zhang (ORCID: https://orcid.org/0000-0001-6840-8780)
- Jiale He
- Li Han (ORCID: https://orcid.org/0000-0001-5862-0593)
Institutions
- Chinese Academy of Sciences (CN)
- Shanghai Institute of Optics and Fine Mechanics (CN)
- Shanghai Institute of Technical Physics (CN)
- Beijing Academy of Quantum Information Sciences (CN)
- University of Chinese Academy of Sciences (CN)
Publication Details
- Journal
- Advanced Photonics Research
- Published
- 2024-12-01
- DOI
- https://doi.org/10.1002/adpr.202470033
- Citations
- 1
- Primary Topic
- Photonic and Optical Devices
- Type
- article
- Field-Weighted Citation Impact
- 0.21