Jonas Maziero

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Quantum Computing

Generative Process

Top Venues

Quantum Inf. Process.

Comput. Phys. Commun.

Frontiers Artif. Intell.

Publications

Lucas Friedrich, Jonas Maziero
Quantum neural network with ensemble learning to mitigate barren plateaus and cost function concentration. CoRR (2024)
Lucas Friedrich, Jonas Maziero
Restricting to the chip architecture maintains the quantum neural network accuracy. Quantum Inf. Process. 23 (4) (2024)
Lucas Friedrich, Tiago de Souza Farias, Jonas Maziero
Barren plateaus induced by the dimension of qudits. CoRR (2024)
Tiago de Souza Farias, Vitor Vaz Schultz, José C. M. Mombach, Jonas Maziero
A differentiable programming framework for spin models. Comput. Phys. Commun. 302 (2024)
Diego S. S. Chrysosthemos, Marcos L. W. Basso, Jonas Maziero
Quantum coherence versus interferometric visibility in a biased Mach-Zehnder interferometer. Quantum Inf. Process. 22 (1) (2023)
Lucas Friedrich, Jonas Maziero
Evolution strategies: application in hybrid quantum-classical neural networks. Quantum Inf. Process. 22 (3) (2023)
Tiago de Souza Farias, Vitor Vaz Schultz, José Carlos Merino Mombach, Jonas Maziero
A differentiable programming framework for spin models. CoRR (2023)
Lucas Friedrich, Jonas Maziero
The quantum cost function concentration dependency on the parametrization expressivity. CoRR (2023)
Lucas Friedrich, Jonas Maziero
Natural evolutionary strategies applied to quantum-classical hybrid neural networks. CoRR (2022)
Marcos L. W. Basso, Jonas Maziero
The Sagnac effect for spin-1/2 particles through local Wigner rotations. Quantum Inf. Process. 21 (2) (2022)
Lucas Friedrich, Jonas Maziero
Restricting to the chip architecture maintains the quantum neural network accuracy, if the parameterization is a 2-design. CoRR (2022)
Marcos L. W. Basso, Jonas Maziero
Reality variation under monitoring with weak measurements. Quantum Inf. Process. 21 (7) (2022)
Lucas Friedrich, Jonas Maziero
Avoiding Barren Plateaus with Classical Deep Neural Networks. CoRR (2022)
Marcos L. W. Basso, Jonas Maziero
Predictability as a quantum resource. Quantum Inf. Process. 21 (5) (2022)
Tiago de Souza Farias, Jonas Maziero
Feature alignment as a generative process. Frontiers Artif. Intell. 5 (2022)
Marcos L. W. Basso, Jonas Maziero
An uncertainty view on complementarity and a complementarity view on uncertainty. Quantum Inf. Process. 20 (6) (2021)
Tiago de Souza Farias, Jonas Maziero
Feature Alignment for Approximated Reversibility in Neural Networks. CoRR (2021)
Douglas F. Pinto, Jonas Maziero
Aspects of quantum states asymmetry for the magnetic dipolar interaction dynamics. Quantum Inf. Process. 20 (11) (2021)
Marcos L. W. Basso, Diego S. S. Chrysosthemos, Jonas Maziero
Quantitative wave-particle duality relations from the density matrix properties. Quantum Inf. Process. 19 (8) (2020)
Mauro B. Pozzobom, Jonas Maziero
Preparing tunable Bell-diagonal states on a quantum computer. Quantum Inf. Process. 18 (5) (2019)
Tiago de Souza Farias, Jonas Maziero
Gradient target propagation. CoRR (2018)
Douglas F. Pinto, Jonas Maziero
Entanglement production by the magnetic dipolar interaction dynamics. Quantum Inf. Process. 17 (10) (2018)
Virginia Feldman, Jonas Maziero, A. Auyuanet
Direct-dynamical Entanglement-Discord relations. Quantum Inf. Process. 16 (5) (2017)
Jonas Maziero
Hilbert-Schmidt quantum coherence in multi-qudit systems. Quantum Inf. Process. 16 (11) (2017)
Virginia Feldman, Jonas Maziero, A. Auyuanet
Direct-dynamical entanglement-discord relations. CoRR (2016)
Jonas Maziero
Fortran Code for Generating Random Probability Vectors, Unitaries, and Quantum States. Frontiers ICT 3 (2016)