2 papers
cs.ET2025
Gradients of unitary optical neural networks using parameter-shift rule
Jinzhe Jiang, Yaqian Zhao, Xin Zhang +3
This paper explores the application of the parameter-shift rule (PSR) for computing gradients in unitary optical neural networks (UONNs). While backpropagation has been fundamental…
quant-ph2024
Quantum accelerated cross regression algorithm for multiview feature extraction
Hai-Ling Liu, Ya-Qian Zhao, Ren-Gang Li +1
Multi-view Feature Extraction (MvFE) has wide applications in machine learning, image processing and other fields. When dealing with massive high-dimensional data, the performance…