161 citations
- Universidade Federal do Espírito SantoBR19 papers
- Centro Brasileiro de Pesquisas FísicasBR10 papers
- Universidade do Estado do Rio de JaneiroBR4 papers
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- Instituto Federal FluminenseBR2 papers
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cs.LG2021★ 9 cited
Data-driven Full-waveform Inversion Surrogate using Conditional Generative Adversarial Networks
Saraiva Marcus, Forechi Avelino, de Oliveira Neto Jorcy +2
In the Oil and Gas industry, estimating a subsurface velocity field is an essential step in seismic processing, reservoir characterization, and hydrocarbon volume calculation. Full…
cs.LG2019★ 41 cited
A Broad Class of Discrete-Time Hypercomplex-Valued Hopfield Neural Networks
Fidelis Zanetti de Castro, Marcos Eduardo Valle
In this paper, we address the stability of a broad class of discrete-time hypercomplex-valued Hopfield-type neural networks. To ensure the neural networks belonging to this class a…