Fernando M. de Paula Neto

According to our database, Fernando M. de Paula Neto authored at least 23 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Use of Autoencoders for Improving the Performance of Classification and Interpretation of Convolutional Neural Networks in Histopathological Images.

Daniel C. Macedo, Fernando M. de Paula Neto, Tasso L. O. Moraes, Vinicius D. Santos, John Wesley Soares de Lima

Int. J. Comput. Intell. Appl., March, 2024

2023

On applying the lackadaisical quantum walk algorithm to search for multiple solutions on grids.

Jonathan H. A. de Carvalho, Luciano S. de Souza, Fernando M. de Paula Neto, Tiago A. E. Ferreira

Inf. Sci., April, 2023

RemissIA: a remission identification approach in cancer patients using machine learning ensembles.

Sérgio de Vasconcelos Filho, Fernando M. de Paula Neto

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023

Learning What, Where and Which to Transfer.

Lucas de Lima Nogueira, David Macêdo, Cleber Zanchettin, Fernando M. P. Neto, Adriano Lorena Inácio de Oliveira

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Parametrized constant-depth quantum neuron.

Jonathan H. A. de Carvalho, Fernando M. de Paula Neto

CoRR, 2022

Evaluating Interpretability in Deep Learning using Breast Cancer Histopathological Images.

Daniel C. Macedo, John Wesley Soares de Lima, Vinicius D. Santos, Tasso L. O. Moraes, Fernando M. P. Neto, Nicksson Arrais, Tiago Vinuto, João Lucena

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

2021

Quantum neuron with real weights.

Cláudio A. Monteiro, Gustavo I. S. Filho, Matheus Hopper J. Costa, Fernando M. de Paula Neto, Wilson Rosa de Oliveira

Neural Networks, 2021

Diabetes Prediction Using Quantum Neurons with Preprocessing Based on Hypercomplex Numbers.

Cláudio A. Monteiro, Fernando M. de Paula Neto

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

2020

Implementing Any Nonlinear Quantum Neuron.

Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva

IEEE Trans. Neural Networks Learn. Syst., 2020

Approaches to Avoid Overfitting in a Quantum Perceptron.

Fernando M. de Paula Neto, Gustavo I. S. Filho, Cláudio A. Monteiro

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Impacts of Multiple Solutions on the Lackadaisical Quantum Walk Search Algorithm.

Jonathan H. A. de Carvalho, Luciano S. de Souza, Fernando M. de Paula Neto, Tiago A. E. Ferreira

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019

Quantum probabilistic associative memory architecture.

Fernando M. de Paula Neto, Adenilton J. da Silva, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir

Neurocomputing, 2019

Quantum Neural Networks Learning Algorithm Based on a Global Search.

Fernando Maciano de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

Quantum Perceptron with Dynamic Internal Memory.

Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Chaos in a quantum neuron: An open system approach.

Fernando M. de Paula Neto, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir, Adenilton J. da Silva

Neurocomputing, 2017

Optimizing speaker-specific filter banks for speaker verification.

Hector N. B. Pinheiro, Fernando M. P. Neto, Adriano L. I. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti, André Gustavo Adami

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Non-unitary Quantum Associative Memory.

Fernando Maciano de Paula Neto, Adenilton José da Silva, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

On the Entanglement Dynamics of the Quantum Weightless Neuron.

Fernando Maciano de Paula Neto, Wilson Rosa de Oliveira, Adenilton José da Silva, Teresa Bernarda Ludermir

Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017

2016

An efficient static gesture recognizer embedded system based on ELM pattern recognition algorithm.

Lucas F. S. Cambuim, Rafael M. Macieira, Fernando M. de Paula Neto, Edna Barros, Teresa Bernarda Ludermir, Cleber Zanchettin

J. Syst. Archit., 2016

Chaos in Quantum Weightless Neuron Node Dynamics.

Fernando M. de Paula Neto, Wilson Rosa de Oliveira, Adenilton J. da Silva, Teresa Bernarda Ludermir

Neurocomputing, 2016

2015

Extreme Learning Machine for Real Time Recognition of Brazilian Sign Language.

Fernando M. de Paula Neto, Lucas F. S. Cambuim, Rafael M. Macieira, Teresa Bernarda Ludermir, Cleber Zanchettin, Edna Natividade da Silva Barros

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Solving NP-complete Problems Using Quantum Weightless Neuron Nodes.

Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva

Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015

Fitting Parameters on Quantum Weightless Neuron Dynamics.

Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva

Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015