2 citations · 3 across the 3 of their papers we have counts for
3 papers
quant-ph2026
Parameter-Efficient Continuous-Variable Photonic Quantum Neural Networks for Edge Quantum AI: Demonstration in Oral Cancer Detection
Akshay Bhagwan Sonawane, Sophie Choe, Lakshman Tamil
Early detection of oral cancer markedly improves clinical outcomes, yet specialized diagnostic tools remain scarce in low-resource settings. Smartphone-based screening is a scalabl…
quant-ph2022★ 2 cited
Quantum computing overview: discrete vs. continuous variable models
Sophie Choe
In this Near Intermediate-Scale Quantum era, there are two types of near-term quantum devices available on cloud: superconducting quantum processing units (QPUs) based on the discr…
quant-ph2022★ 1 cited
Continuous Variable Quantum MNIST Classifiers
Sophie Choe
In this paper, classical and continuous variable (CV) quantum neural network hybrid multiclassifiers are presented using the MNIST dataset. The combination of cutoff dimension and…