Quantum Photonic Chip for Binary Classification of Financial Data
- Resource Type
- Conference
- Authors
- Lin, H. X.; Zhang, H.; Wan, L. X.; Karim, M. F.; Cai, H.; Kwek, L. C.; Liu, A. Q.
- Source
- 2022 IEEE Photonics Conference (IPC) Photonics Conference (IPC), 2022 IEEE. :1-2 Nov, 2022
- Subject
- Components, Circuits, Devices and Systems
Training
Quantum computing
Modulation
Machine learning
Logic gates
Financial industry
Photonics
Binary Classifier
Shift Rule
- Language
- ISSN
- 2575-274X
A binary classifier of financial data is demonstrated for different kinds of Figure classify problems. The scheme is based on quantum photonic chip, and we directly trained the parameter of Mach Zehnder Interferometer (MZI) instead of interpreting the combination of MZI as quantum gates.