Avoiding barren plateaus with classical deep neural networks L Friedrich, J Maziero
Physical Review A 106 (4), 042433, 2022
25 2022 Quantum neural network cost function concentration dependency on the parametrization expressivity L Friedrich, J Maziero
Scientific Reports 13 (1), 9978, 2023
10 2023 Evolution strategies: application in hybrid quantum-classical neural networks L Friedrich, J Maziero
Quantum Information Processing 22 (3), 132, 2023
6 2023 Restricting to the chip architecture maintains the quantum neural network accuracy, if the parameterization is a L Friedrich, J Maziero
arXiv preprint arXiv:2212.14426, 2022
2 2022 Natural evolutionary strategies applied to quantum-classical hybrid neural networks L Friedrich, J Maziero
arXiv preprint arXiv:2205.08059, 2022
2 2022 Restricting to the chip architecture maintains the quantum neural network accuracy L Friedrich, J Maziero
Quantum Information Processing 23 (4), 131, 2024
2024 Quantum neural network with ensemble learning to mitigate barren plateaus and cost function concentration L Friedrich, J Maziero
arXiv preprint arXiv:2402.06026, 2024
2024 Preparing general mixed quantum states on quantum computers DF Pinto, L Friedrich, J Maziero
arXiv preprint arXiv:2402.04212, 2024
2024 Learning to learn with an evolutionary strategy applied to variational quantum algorithms L Friedrich, J Maziero
arXiv preprint arXiv:2310.17402, 2023
2023 
Jonas MazieroAssociate Professor of Physics, Federal University of Santa MariaDirección de correo verificada de ufsm.br
