Scrambling ability of quantum neural network architectures
Yadong Wu, Pengfei Zhang, Hui Zhai
Abstract
This work proposes a quantity to characterize the information scrambling ability of different architectures of quantum neural networks and shows that it is positively correlated with the learning efficiency of the quantum neural network.
Topics & Concepts
ScramblingArtificial neural networkQuantumComputer scienceArtificial intelligenceAlgorithmPhysicsQuantum mechanicsQuantum Computing Algorithms and ArchitectureQuantum Information and CryptographyQuantum many-body systems