3 papers
physics.bio-ph2026
Quantum error correction and biological error correction: A structural analogy between qubits and neurons
Ian Whitehouse, Anıl Zenginoğlu, Franz Klein +5
We draw a structural analogy between quantum error correction (QEC) and error handling in neural circuits with respect to their redundant encodings and constraint-based inferences.…
quant-ph2025
Quantum State Fidelity for Functional Neural Network Construction
Skylar Chan, Wilson Smith, Kyla Gabriel
Neuroscientists face challenges in analyzing high-dimensional neural recording data of dense functional networks. Without ground-truth reference data, finding the best algorithm fo…
cs.CV2024
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray Classification
Skylar Chan, Pranav Kulkarni, Paul H. Yi +1
Quantum machine learning (QML) has the potential for improving the multi-label classification of rare, albeit critical, diseases in large-scale chest x-ray (CXR) datasets due to th…