101 citations · 173 across the 4 of their papers we have counts for
4 papers
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…
Parametric Probabilistic Quantum Memory
Rodrigo S. Sousa, Priscila G. M. dos Santos, Tiago M. L. Veras +2
Probabilistic Quantum Memory (PQM) is a data structure that computes the distance from a binary input to all binary patterns stored in superposition on the memory. This data struct…
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…