Fernando M. de Paula Neto

24 papers B 4Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Quantum Genetic Algorithm Framework for the MaxCut Problem.
CoRR
Paulo A. Viana, Fernando M. de Paula Neto
2025 J jnl
Data Complexity Measures for Quantum Circuits Architecture Recommendation.
CoRR
Fernando M. de Paula Neto
2025 B conf
Evolutionary Weight Optimization for Variational Quantum Classifiers.
IJCNN
Matheus Hopper J. Costa, Fernando M. de Paula Neto
2025 J jnl
Regression of Functions by Quantum Neural Networks Circuits.
CoRR
Fernando M. de Paula Neto, Lucas dos Reis Silva, Paulo S. G. de Mattos Neto, Felipe F. Fanchini
2024 J jnl
Parametrized Constant-Depth Quantum Neuron.
IEEE Trans. Neural Networks Learn. Syst.
Jonathan H. A. de Carvalho, Fernando M. de Paula Neto
2024 J jnl
Quantum classifier based on open quantum systems with amplitude information loading.
Quantum Inf. Process.
Eduardo Barreto Brito, Fernando M. de Paula Neto, Nadja Kolb Bernardes
2024 J jnl
Use of Autoencoders for Improving the Performance of Classification and Interpretation of Convolutional Neural Networks in Histopathological Images.
Int. J. Comput. Intell. Appl.
Daniel C. Macedo, Fernando M. de Paula Neto, Tasso L. O. Moraes, Vinicius D. Santos, John Wesley Soares de Lima
2023 J jnl
On applying the lackadaisical quantum walk algorithm to search for multiple solutions on grids.
Inf. Sci.
Jonathan H. A. de Carvalho, Luciano S. de Souza, Fernando M. de Paula Neto, Tiago A. E. Ferreira
2023 — conf
RemissIA: a remission identification approach in cancer patients using machine learning ensembles.
LA-CCI
Sérgio de Vasconcelos Filho, Fernando M. de Paula Neto
2022 J jnl
Parametrized constant-depth quantum neuron.
CoRR
Jonathan H. A. de Carvalho, Fernando M. de Paula Neto
2021 — conf
Diabetes Prediction Using Quantum Neurons with Preprocessing Based on Hypercomplex Numbers.
SSCI
Cláudio A. Monteiro, Fernando M. de Paula Neto
2021 J jnl
On Applying the Lackadaisical Quantum Walk Algorithm to Search for Multiple Solutions on Grids.
CoRR
Jonathan H. A. de Carvalho, Luciano S. de Souza, Fernando M. de Paula Neto, Tiago A. E. Ferreira
2021 J jnl
Quantum neuron with real weights.
Neural Networks
Cláudio A. Monteiro, Gustavo I. S. Filho, Matheus Hopper J. Costa, Fernando M. de Paula Neto, Wilson Rosa de Oliveira
2020 B conf
Approaches to Avoid Overfitting in a Quantum Perceptron.
IJCNN
Fernando M. de Paula Neto, Gustavo I. S. Filho, Cláudio A. Monteiro
2020 — conf
Impacts of Multiple Solutions on the Lackadaisical Quantum Walk Search Algorithm.
BRACIS
Jonathan H. A. de Carvalho, Luciano S. de Souza, Fernando M. de Paula Neto, Tiago A. E. Ferreira
2020 J jnl
Implementing Any Nonlinear Quantum Neuron.
IEEE Trans. Neural Networks Learn. Syst.
Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva
2019 J jnl
Quantum probabilistic associative memory architecture.
Neurocomputing
Fernando M. de Paula Neto, Adenilton J. da Silva, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir
2018 B conf
Quantum Perceptron with Dynamic Internal Memory.
IJCNN
Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva
2017 J jnl
Chaos in a quantum neuron: An open system approach.
Neurocomputing
Fernando M. de Paula Neto, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir, Adenilton J. da Silva
2016 J jnl
An efficient static gesture recognizer embedded system based on ELM pattern recognition algorithm.
J. Syst. Archit.
Lucas F. S. Cambuim, Rafael M. Macieira, Fernando M. de Paula Neto, Edna Barros, Teresa Bernarda Ludermir, Cleber Zanchettin
2016 J jnl
Chaos in Quantum Weightless Neuron Node Dynamics.
Neurocomputing
Fernando M. de Paula Neto, Wilson Rosa de Oliveira, Adenilton J. da Silva, Teresa Bernarda Ludermir
2015 B conf
Extreme Learning Machine for Real Time Recognition of Brazilian Sign Language.
SMC
Fernando M. de Paula Neto, Lucas F. S. Cambuim, Rafael M. Macieira, Teresa Bernarda Ludermir, Cleber Zanchettin, Edna Natividade da Silva Barros
2015 — conf
Fitting Parameters on Quantum Weightless Neuron Dynamics.
BRACIS
Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva
2015 — conf
Solving NP-complete Problems Using Quantum Weightless Neuron Nodes.
BRACIS
Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva