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ORCIDFernando M. de Paula Neto
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2020 – today
- 2024
[j10]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): 2350036:1-2350036:20 (2024)- [j9]Eduardo Barreto Brito, Fernando M. de Paula Neto, Nadja Kolb Bernardes:
Quantum classifier based on open quantum systems with amplitude information loading. Quantum Inf. Process. 23(10): 339 (2024) - [j8]Jonathan H. A. de Carvalho, Fernando M. de Paula Neto:
Parametrized Constant-Depth Quantum Neuron. IEEE Trans. Neural Networks Learn. Syst. 35(11): 15932-15943 (2024) - 2023
- [j7]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: 873-888 (2023) - [c14]Lucas de Lima Nogueira, David Macêdo, Cleber Zanchettin, Fernando M. P. Neto, Adriano Lorena Inácio de Oliveira:
Learning What, Where and Which to Transfer. IJCNN 2023: 1-8 - [c13]Sérgio de Vasconcelos Filho, Fernando M. de Paula Neto:
RemissIA: a remission identification approach in cancer patients using machine learning ensembles. LA-CCI 2023: 1-6 - 2022
- [c12]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:
Evaluating Interpretability in Deep Learning using Breast Cancer Histopathological Images. SIBGRAPI 2022: 276-281 - [i2]Jonathan H. A. de Carvalho, Fernando M. de Paula Neto:
Parametrized constant-depth quantum neuron. CoRR abs/2202.12496 (2022) - 2021
- [j6]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: 698-708 (2021) - [c11]Cláudio A. Monteiro, Fernando M. de Paula Neto:
Diabetes Prediction Using Quantum Neurons with Preprocessing Based on Hypercomplex Numbers. SSCI 2021: 1-8 - [i1]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 abs/2106.06274 (2021) - 2020
- [j5]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): 3741-3746 (2020) - [c10]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: 122-135 - [c9]Fernando M. de Paula Neto, Gustavo I. S. Filho, Cláudio A. Monteiro:
Approaches to Avoid Overfitting in a Quantum Perceptron. IJCNN 2020: 1-8
2010 – 2019
- 2019
- [j4]Fernando M. de Paula Neto, Adenilton J. da Silva, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir:
Quantum probabilistic associative memory architecture. Neurocomputing 351: 101-110 (2019) - [c8]Fernando Maciano de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira:
Quantum Neural Networks Learning Algorithm Based on a Global Search. BRACIS 2019: 842-847 - 2018
- [c7]Fernando M. de Paula Neto, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira, Adenilton J. da Silva:
Quantum Perceptron with Dynamic Internal Memory. IJCNN 2018: 1-8 - 2017
- [j3]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: 3-11 (2017) - [c6]Fernando Maciano de Paula Neto, Adenilton José da Silva, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir:
Non-unitary Quantum Associative Memory. BRACIS 2017: 97-102 - [c5]Fernando Maciano de Paula Neto, Wilson Rosa de Oliveira, Adenilton José da Silva, Teresa Bernarda Ludermir:
On the Entanglement Dynamics of the Quantum Weightless Neuron. BRACIS 2017: 175-180 - [c4]Hector N. B. Pinheiro, Fernando M. P. Neto, Adriano L. I. Oliveira, Tsang Ing Ren, George D. C. Cavalcanti, André Gustavo Adami:
Optimizing speaker-specific filter banks for speaker verification. ICASSP 2017: 5350-5354 - 2016
- [j2]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: 23-38 (2016) - [j1]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: 1-16 (2016) - 2015
- [c3]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: 169-174 - [c2]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: 258-263 - [c1]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: 1464-1469
Coauthor Index
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