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Article(4)
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Neurocomputing(1)
Physica A: Statistical Mechanics and its Applications(1)
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics(1)
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Economía de la tierra y la energía(1)
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Forecasting Amazon Rain-Forest Deforestation Using a Hybrid Machine Learning Model
ArticleAbstract: The present work aims to carry out an analysis of the Amazon rain-forest deforestation, which can bePalabras claves:Deforestation, Dense neural network, Hybrid regression, LSTM, MLPAutores:Del Villar L.d.J., Dominguez D., Mario González-Rodríguez, Odette PantojaFuentes:googlescopusModeling sustainability report scoring sequences using an attractor network
ArticleAbstract: This work experimentally explores the metric Attractor Neural Network for modeling Corporate SustainPalabras claves:Attractor network modeling, Global reporting initiative, Metric connectivity, mutual informationAutores:Alonso-Almeida M.d.M., Avila C., Dominguez D., Mario González-RodríguezFuentes:googlescopusStructured information in small-world neural networks
ArticleAbstract: The retrieval abilities of spatially uniform attractor networks can be measured by the global overlaPalabras claves:Autores:Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Serrano E.Fuentes:googlescopusStructured information in sparse-code metric neural networks
ArticleAbstract: Sparse-code networks have retrieval abilities which are strongly dependent on the firing threshold fPalabras claves:Associative memory, network topology, Small world, Structured information, Threshold dynamicsAutores:Dominguez D., Erichsen R., Mario González-Rodríguez, Rodríguez F.B., Serrano E., Theumann W.K.Fuentes:googlescopus