crossrefMachine Learning: Science and Technology2026-04-27
A fully quantum-native recurrent neural network for end-to-end sequential learning on NISQ hardware
Abstract Modeling temporal dependencies within quantum systems remains a key challenge for quantum machine learning. Current quantum neural networks largely depend on classical recurrent modules, which introduce optimization bottlenecks and coherence loss during sequence processi…