Fernando M. de Paula Neto

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 15

Top Topics

Recognition Algorithm

Internal Memory

Histopathological Images

Top Venues

Publications

Daniel C. Macedo, Fernando M. de Paula Neto, Tasso L. O. Moraes, Vinicius D. Santos, John Wesley Soares de Lima
Use of Autoencoders for Improving the Performance of Classification and Interpretation of Convolutional Neural Networks in Histopathological Images. Int. J. Comput. Intell. Appl. 23 (1) (2024)
Jonathan H. A. de Carvalho, Luciano S. de Souza, Fernando M. de Paula Neto, Tiago A. E. Ferreira
On applying the lackadaisical quantum walk algorithm to search for multiple solutions on grids. Inf. Sci. 622 (2023)
Sérgio de Vasconcelos Filho, Fernando M. de Paula Neto
RemissIA: a remission identification approach in cancer patients using machine learning ensembles. LA-CCI (2023)
Jonathan H. A. de Carvalho, Fernando M. de Paula Neto
Parametrized constant-depth quantum neuron. CoRR (2022)
Jonathan H. A. de Carvalho, Luciano S. de Souza, Fernando M. de Paula Neto, Tiago A. E. Ferreira
On Applying the Lackadaisical Quantum Walk Algorithm to Search for Multiple Solutions on Grids. CoRR (2021)
Cláudio A. Monteiro, Gustavo I. S. Filho, Matheus Hopper J. Costa, Fernando M. de Paula Neto, Wilson Rosa de Oliveira
Quantum neuron with real weights. Neural Networks 143 (2021)
Cláudio A. Monteiro, Fernando M. de Paula Neto
Diabetes Prediction Using Quantum Neurons with Preprocessing Based on Hypercomplex Numbers. SSCI (2021)
Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva
Implementing Any Nonlinear Quantum Neuron. IEEE Trans. Neural Networks Learn. Syst. 31 (9) (2020)
Fernando M. de Paula Neto, Gustavo I. S. Filho, Cláudio A. Monteiro
Approaches to Avoid Overfitting in a Quantum Perceptron. IJCNN (2020)
Jonathan H. A. de Carvalho, Luciano S. de Souza, Fernando M. de Paula Neto, Tiago A. E. Ferreira
Impacts of Multiple Solutions on the Lackadaisical Quantum Walk Search Algorithm. BRACIS (2020)
Fernando M. de Paula Neto, Adenilton J. da Silva, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir
Quantum probabilistic associative memory architecture. Neurocomputing 351 (2019)
Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva
Quantum Perceptron with Dynamic Internal Memory. IJCNN (2018)
Fernando M. de Paula Neto, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir, Adenilton J. da Silva
Chaos in a quantum neuron: An open system approach. Neurocomputing 246 (2017)
Fernando M. de Paula Neto, Wilson Rosa de Oliveira, Adenilton J. da Silva, Teresa Bernarda Ludermir
Chaos in Quantum Weightless Neuron Node Dynamics. Neurocomputing 183 (2016)
Lucas F. S. Cambuim, Rafael M. Macieira, Fernando M. de Paula Neto, Edna Barros, Teresa Bernarda Ludermir, Cleber Zanchettin
An efficient static gesture recognizer embedded system based on ELM pattern recognition algorithm. J. Syst. Archit. 68 (2016)
Fernando M. de Paula Neto, Lucas F. S. Cambuim, Rafael M. Macieira, Teresa Bernarda Ludermir, Cleber Zanchettin, Edna Natividade da Silva Barros
Extreme Learning Machine for Real Time Recognition of Brazilian Sign Language. SMC (2015)
Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva
Solving NP-complete Problems Using Quantum Weightless Neuron Nodes. BRACIS (2015)
Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva
Fitting Parameters on Quantum Weightless Neuron Dynamics. BRACIS (2015)