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Fernando M. de Paula Neto
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2020 – today
- 2024
- [j10]Daniel C. Macedo
, Fernando M. de Paula Neto
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
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
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
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
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
Implementing Any Nonlinear Quantum Neuron. IEEE Trans. Neural Networks Learn. Syst. 31(9): 3741-3746 (2020) - [c10]Jonathan H. A. de Carvalho
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
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
Quantum Perceptron with Dynamic Internal Memory. IJCNN 2018: 1-8 - 2017
- [j3]Fernando M. de Paula Neto
Chaos in a quantum neuron: An open system approach. Neurocomputing 246: 3-11 (2017) - [c6]Fernando Maciano de Paula Neto
Non-unitary Quantum Associative Memory. BRACIS 2017: 97-102 - [c5]Fernando Maciano de Paula Neto
On the Entanglement Dynamics of the Quantum Weightless Neuron. BRACIS 2017: 175-180 - [c4]Hector N. B. Pinheiro, Fernando M. P. Neto
Optimizing speaker-specific filter banks for speaker verification. ICASSP 2017: 5350-5354 - 2016
- [j2]Fernando M. de Paula Neto
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
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
Fitting Parameters on Quantum Weightless Neuron Dynamics. BRACIS 2015: 169-174 - [c2]Fernando M. de Paula Neto
Solving NP-complete Problems Using Quantum Weightless Neuron Nodes. BRACIS 2015: 258-263 - [c1]Fernando M. de Paula Neto
Extreme Learning Machine for Real Time Recognition of Brazilian Sign Language. SMC 2015: 1464-1469
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