| Avoiding barren plateaus with classical deep neural networks L Friedrich, J Maziero Physical Review A 106 (4), 042433, 2022 | 22 | 2022 |
| Quantum neural network cost function concentration dependency on the parametrization expressivity L Friedrich, J Maziero Scientific Reports 13 (1), 9978, 2023 | 9 | 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 -design 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 MariaVerified email at ufsm.br
Jonas MazieroAssociate Professor of Physics, Federal University of Santa MariaVerified email at ufsm.br