Impact of barren plateaus countermeasures on the quantum neural network capacity to learn

DOI10.1007/s11128-023-04187-8OpenAlexW4389786538MaRDI QIDQ6136282

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Publication date: 16 January 2024

Published in: Quantum Information Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11128-023-04187-8

zbMATH Keywords

quantum computingquantum informationeffective dimensionquantum neural networksvariational quantum algorithmsbarren plateaus

Mathematics Subject Classification ID

Quantum computation (81P68)

Cites Work

• Unnamed Item
• The quest for a quantum neural network
• Analytic study of the memory storage capacity of a neural network
• Machine Learning with Quantum Computers
• The space of interactions in neural network models
• On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities
• Universal statistics of Fisher information in deep neural networks: mean field approach^*
• On barren plateaus and cost function locality in variational quantum algorithms

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