QSVM-RQNN: Low-Qubit Recurrent Quantum Similarity Learning for Condition Monitoring and Fault Classification

arXiv:2608.09652 · quant-ph · Submitted 2026-08-10 · Read on arXiv

quant-ph

Submitted: 2026-08-10

Updated: 2026-10-27

Terminology

• In the Noisy Intermediate-Scale Quantum — 1× in this paper
• Principal Component Analysis (PCA) — 1× in this paper · explained in 8 episodes
• Quantum Neural Network (QNN) — 1× in this paper · explained in 2 episodes
• Quantum Support Vector Machine — 1× in this paper
• Representation Learning — 1× in this paper · explained in 3 episodes

Related papers

• Reconquering Bell sampling on qudits: stabilizer learning and testing, quantum pseudorandomness bounds, and more
• Encrypted clones can leak: Classification of informative subsets in Quantum Encrypted Cloning
• Pure states are optimal for total energy-constrained quantum channel discrimination
• Polynomial-time classical and quantum simulation of quantum impurity models
• Incoherent Imaging with Spatially Structured Quantum Probes
• A quasiparticle-protected superconducting qubit