Fernando M. de Paula Neto

Universidade Federal de Pernambuco — Brazil

Computer Science · Physical Sciences

7h-index151citations31works0.42yr avg
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Research Topics

Quantum Computing Algorithms and Architecture(19), Quantum Information and Cryptography(14), Neural Networks and Reservoir Computing(9), Neural Networks and Applications(5), Quantum-Dot Cellular Automata(4)

Publications31 total

Evolutionary Weight Optimization for Variational Quantum Classifiers
2025
A Quantum Genetic Algorithm Framework for the MaxCut Problem
arXiv (Cornell University)·2025Open Access
Quantum classifier based on open quantum systems with amplitude information loading
Quantum Information Processing·2024· 1 cited
Use of Autoencoders for Improving the Performance of Classification and Interpretation of Convolutional Neural Networks in Histopathological Images
International Journal of Computational Intelligence and Applications·2024· 1 cited
Quantum classifier based on open quantum systems with amplitude information loading
Research Square (Research Square)·2024Open Access
RemissIA: a remission identification approach in cancer patients using machine learning ensembles
2023
Parametrized Constant-Depth Quantum Neuron
IEEE Transactions on Neural Networks and Learning Systems·2023· 8 cited
Learning What, Where and Which to Transfer
2023· 1 cited
IMPACTO DA PANDEMIA PELA COVID-19 E MODELOS DE APRENDIZAGEM DE MÁQUINA PARA PREDIÇÃO DE NASCIMENTOS PREMATUROS NAS CAPITAIS DA REGIÃO NORDESTE DO BRASIL, 2018-2021
Cadernos de Estudos Sociais·2023Open Access
On applying the lackadaisical quantum walk algorithm to search for multiple solutions on grids
Information Sciences·2022· 6 citedOpen Access
Impact of the COVID-19 pandemic on the number of births in Pernambuco Brazil
Geospatial health·2022· 2 citedOpen Access
Parametrized constant-depth quantum neuron
arXiv (Cornell University)·2022Open Access
Diabetes Prediction Using Quantum Neurons with Preprocessing Based on Hypercomplex Numbers
2021 IEEE Symposium Series on Computational Intelligence (SSCI)·2021· 1 cited
Quantum neuron with real weights
Neural Networks·2021· 8 cited
On Applying the Lackadaisical Quantum Walk Algorithm to Search for Multiple Solutions on Grids
arXiv (Cornell University)·2021· 2 citedOpen Access
Approaches to Avoid Overfitting in a Quantum Perceptron
2020· 3 cited
Impacts of Multiple Solutions on the Lackadaisical Quantum Walk Search Algorithm
Lecture notes in computer science·2020· 6 cited
Quantum Neural Networks Learning Algorithm Based on a Global Search
2019· 4 cited
Implementing Any Nonlinear Quantum Neuron
IEEE Transactions on Neural Networks and Learning Systems·2019· 32 cited
Quantum probabilistic associative memory architecture
Neurocomputing·2019· 11 cited
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Frequent Co-authors

Teresa B. Ludermir(13), W. Oliveira(12), Adenilton J. da Silva(10), Jonathan H. A. de Carvalho(5), Cleber Zanchettin(3), Cláudio Alves Monteiro(3), Luciano S. de Souza(3), Tiago A. E. Ferreira(3), Lucas F. S. Cambuim(2), Rafael M. Macieira(2), Edna Barros(2), Gustavo I. S. Filho(2), Adriano L. I. Oliveira(2), Heitor Victor Veiga da Costa(2), Eduardo Barreto Brito(2), Nadja K. Bernardes(2), Matheus Hopper J. Costa(1), Hector N. B. Pinheiro(1), Tsang Ing Ren(1), George D. C. Cavalcanti(1)