A quantum photonic chip for binary classification
On the silicon photonic chip, we apply Mach Zehnder Interferometer (MZI) and optical network to manipulate the phase difference and amplitude distribution of the input light. The two or three-dimensional input data is encoded in the light amplitude distribution and the genetic algorithm is applied t...
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2023
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sg-smu-ink.sis_research-93452023-12-05T02:12:03Z A quantum photonic chip for binary classification Lin, H. X. Zhang, H. Cai, H. GRIFFIN, Paul Robert Liu, A. Q. On the silicon photonic chip, we apply Mach Zehnder Interferometer (MZI) and optical network to manipulate the phase difference and amplitude distribution of the input light. The two or three-dimensional input data is encoded in the light amplitude distribution and the genetic algorithm is applied to update the angle parameters of the MZIs to improve the classification result. 2023-05-12T07:00:00Z text https://ink.library.smu.edu.sg/sis_research/8342 Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Software Engineering Theory and Algorithms |
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Software Engineering Theory and Algorithms Lin, H. X. Zhang, H. Cai, H. GRIFFIN, Paul Robert Liu, A. Q. A quantum photonic chip for binary classification |
| description |
On the silicon photonic chip, we apply Mach Zehnder Interferometer (MZI) and optical network to manipulate the phase difference and amplitude distribution of the input light. The two or three-dimensional input data is encoded in the light amplitude distribution and the genetic algorithm is applied to update the angle parameters of the MZIs to improve the classification result. |
| format |
text |
| author |
Lin, H. X. Zhang, H. Cai, H. GRIFFIN, Paul Robert Liu, A. Q. |
| author_facet |
Lin, H. X. Zhang, H. Cai, H. GRIFFIN, Paul Robert Liu, A. Q. |
| author_sort |
Lin, H. X. |
| title |
A quantum photonic chip for binary classification |
| title_short |
A quantum photonic chip for binary classification |
| title_full |
A quantum photonic chip for binary classification |
| title_fullStr |
A quantum photonic chip for binary classification |
| title_full_unstemmed |
A quantum photonic chip for binary classification |
| title_sort |
quantum photonic chip for binary classification |
| publisher |
Institutional Knowledge at Singapore Management University |
| publishDate |
2023 |
| url |
https://ink.library.smu.edu.sg/sis_research/8342 |
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