Lucas Friedrich | DeepAI

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Jonas Maziero
7 publications

research

∙ 01/17/2023

The quantum cost function concentration dependency on the parametrization expressivity

Although we are currently in the era of noisy intermediate scale quantum...

0 Lucas Friedrich, et al. ∙

research

∙ 12/29/2022

Restricting to the chip architecture maintains the quantum neural network accuracy, if the parameterization is a 2-design

In the era of noisy intermediate scale quantum devices, variational quan...

0 Lucas Friedrich, et al. ∙

research

∙ 05/26/2022

Avoiding Barren Plateaus with Classical Deep Neural Networks

Variational quantum algorithms (VQAs) are among the most promising algor...

0 Lucas Friedrich, et al. ∙

research

∙ 05/17/2022

Natural evolutionary strategies applied to quantum-classical hybrid neural networks

With the rapid development of quantum computers, several applications ar...

0 Lucas Friedrich, et al. ∙