101 citations · 292 across the 18 of their papers we have counts for
4 papers · 1 filter
Configurable sublinear circuits for quantum state preparation
Israel F. Araujo, Daniel K. Park, Teresa B. Ludermir +3
The theory of quantum algorithms promises unprecedented benefits of harnessing the laws of quantum mechanics for solving certain computational problems. A persistent obstacle to us…
Quantum One-class Classification With a Distance-based Classifier
Nicolas M. de Oliveira, Lucas P. de Albuquerque, Wilson R. de Oliveira +2
The advancement of technology in Quantum Computing has brought possibilities for the execution of algorithms in real quantum devices. However, the existing errors in the current qu…
Quantum perceptron over a field and neural network architecture selection in a quantum computer
Adenilton J. da Silva, Teresa B. Ludermir, Wilson R. de Oliveira
In this work, we propose a quantum neural network named quantum perceptron over a field (QPF). Quantum computers are not yet a reality and the models and algorithms proposed in thi…
Weightless neural network parameters and architecture selection in a quantum computer
Adenilton J. da Silva, Wilson R. de Oliveira, Teresa B. Ludermir
Training artificial neural networks requires a tedious empirical evaluation to determine a suitable neural network architecture. To avoid this empirical process several techniques…