An optical neural chip for implementing complex-valued neural network
Most demonstrations of optical neural networks for computing have been so far limited to real-valued frameworks. Here, the authors implement complex-valued operations in an optical neural chip that integrates input preparation, weight multiplication and output generation within a single device.
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Nature Portfolio
2021
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oai:doaj.org-article:8c12539e26d64bb0a54604cb402fa6892021-12-02T14:18:55ZAn optical neural chip for implementing complex-valued neural network10.1038/s41467-020-20719-72041-1723https://doaj.org/article/8c12539e26d64bb0a54604cb402fa6892021-01-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-20719-7https://doaj.org/toc/2041-1723Most demonstrations of optical neural networks for computing have been so far limited to real-valued frameworks. Here, the authors implement complex-valued operations in an optical neural chip that integrates input preparation, weight multiplication and output generation within a single device.H. ZhangM. GuX. D. JiangJ. ThompsonH. CaiS. PaesaniR. SantagatiA. LaingY. ZhangM. H. YungY. Z. ShiF. K. MuhammadG. Q. LoX. S. LuoB. DongD. L. KwongL. C. KwekA. Q. LiuNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-11 (2021) |
| institution |
DOAJ |
| collection |
DOAJ |
| language |
EN |
| topic |
Science Q |
| spellingShingle |
Science Q H. Zhang M. Gu X. D. Jiang J. Thompson H. Cai S. Paesani R. Santagati A. Laing Y. Zhang M. H. Yung Y. Z. Shi F. K. Muhammad G. Q. Lo X. S. Luo B. Dong D. L. Kwong L. C. Kwek A. Q. Liu An optical neural chip for implementing complex-valued neural network |
| description |
Most demonstrations of optical neural networks for computing have been so far limited to real-valued frameworks. Here, the authors implement complex-valued operations in an optical neural chip that integrates input preparation, weight multiplication and output generation within a single device. |
| format |
article |
| author |
H. Zhang M. Gu X. D. Jiang J. Thompson H. Cai S. Paesani R. Santagati A. Laing Y. Zhang M. H. Yung Y. Z. Shi F. K. Muhammad G. Q. Lo X. S. Luo B. Dong D. L. Kwong L. C. Kwek A. Q. Liu |
| author_facet |
H. Zhang M. Gu X. D. Jiang J. Thompson H. Cai S. Paesani R. Santagati A. Laing Y. Zhang M. H. Yung Y. Z. Shi F. K. Muhammad G. Q. Lo X. S. Luo B. Dong D. L. Kwong L. C. Kwek A. Q. Liu |
| author_sort |
H. Zhang |
| title |
An optical neural chip for implementing complex-valued neural network |
| title_short |
An optical neural chip for implementing complex-valued neural network |
| title_full |
An optical neural chip for implementing complex-valued neural network |
| title_fullStr |
An optical neural chip for implementing complex-valued neural network |
| title_full_unstemmed |
An optical neural chip for implementing complex-valued neural network |
| title_sort |
optical neural chip for implementing complex-valued neural network |
| publisher |
Nature Portfolio |
| publishDate |
2021 |
| url |
https://doaj.org/article/8c12539e26d64bb0a54604cb402fa689 |
| work_keys_str_mv |
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