Barren plateaus in quantum neural network training landscapes

Author:

McClean Jarrod R.,Boixo SergioORCID,Smelyanskiy Vadim N.,Babbush Ryan,Neven Hartmut

Publisher

Springer Science and Business Media LLC

Subject

General Physics and Astronomy,General Biochemistry, Genetics and Molecular Biology,General Chemistry

Reference51 articles.

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2. Peruzzo, A. et al. A variational eigenvalue solver on a photonic quantum processor. Nat. Commun. 5, 1 (2014).

3. McClean, J. R., Romero, J., Babbush, R. & Aspuru-Guzik, A. The theory of variational hybrid quantum-classical algorithms. New J. Phys. 18, 023023 (2016).

4. Yung, M.-H. et al. From transistor to trappedion computers for quantum chemistry. Sci. Rep. 4, 9 (2014).

5. Farhi, E. Goldstone, J. & Gutmann, S. A quantum approximate optimization algorithm. Preprint at https://arxiv.org/abs/1411.4028 (2014).

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