120 citations
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quant-ph2025★ 1 cited
Single-Qudit Quantum Neural Networks for Multiclass Classification
Leandro C. Souza, Renato Portugal
This paper proposes a single-qudit quantum neural network for multiclass classification, by using the enhanced representational capacity of high-dimensional qudit states. Our desig…
quant-ph2017★ 20 cited
Quantum search on the two-dimensional lattice using the staggered model with Hamiltonians
Renato Portugal, Tharso D. Fernandes
Quantum search on the two-dimensional lattice with one marked vertex and cyclic boundary conditions is an important problem in the context of quantum algorithms with an interesting…
quant-ph2015★ 11 cited
Moments of Coinless Quantum Walks on Lattices
Raqueline A. M. Santos, Renato Portugal, Stefan Boettcher
The properties of the coinless quantum walk model have not been as thoroughly analyzed as those of the coined model. Both evolve in discrete time steps but the former uses a smalle…