57 citations · 116 across the 11 of their papers we have counts for
4 papers · 1 filter
Photonic-Implemented Efficient Deep Quantum Neural Network via Virtual-Driven Hilbert Space Expansion
Haoran Ma, Huihui Zhu, Zichao Zhao +10
The growing computational demands of classical neural networks have intensified the search for energy-efficient and powerful computational alternatives. Quantum neural networks (QN…
Programmable time-frequency mode encoded quantum state generator for silicon-on-insulator platform
Liao Ye, Haoran Ma, Fanjie Ruan +2
We propose a method for the programmable generation of time-frequency mode (TFM) encoded quantum states of light on the silicon-on-insulator (SOI) platform. The state generator con…
Engineering biphoton spectral wavefunction in a silicon micro-ring resonator with split resonances
Liao Ye, Haoran Ma, Xiaoqing Guo +3
Frequency-time is a degree of freedom suitable for photonic high-dimensional entanglement, with advantages such as compatibility with single-mode devices and insensitivity to dispe…
Quantum Generative Adversarial Networks in a Silicon Photonic Chip with Maximum Expressibility
Haoran Ma, Liao Ye, Fanjie Ruan +4
Generative adversarial networks (GANs) have achieved remarkable success with realistic tasks such as creating realistic images, texts, and audio. Combining GANs and quantum computi…