176 citations · 354 across the 7 of their papers we have counts for
Showing 2016 · quant-phShow all
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quant-ph2016★ 101 cited
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…
quant-ph2016★ 20 cited
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…