Quantum Photonic Chip for Binary Classification of Financial Data Conference Paper

abstract

• 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.

name of conference

• 2022 IEEE Photonics Conference (IPC)

authors

• Karim, Muhammad Faeyz

published proceedings

• 2022 IEEE Photonics Conference (IPC)

author list (cited authors)

• H. X. Lin, .., H. Zhang, .., L. X. Wan, .., M. F. Karim, .., H. Cai, .., L. C. Kwek, .., & A. Q. Liu.

publication date

• 2022

published in

• n2575-274XISSN  Journal

start page

• 1

end page

• 2