Mostrando 10 resultados de: 22
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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(6)
Neurocomputing(4)
Physica A: Statistical Mechanics and its Applications(3)
2019 6th International Conference on eDemocracy and eGovernment, ICEDEG 2019(2)
Advances in Intelligent Systems and Computing(1)
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Ciencias de la computación(10)
Programación informática, programas, datos, seguridad(4)
Criminología(2)
Economía de la tierra y la energía(2)
Funcionamiento de bibliotecas y archivos(2)
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Aprendizaje automático(8)
Red neuronal artificial(7)
Ciencia política(2)
Optimización matemática(2)
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google(21)
Block attractor in spatially organized neural networks
ArticleAbstract: The model of attractor neural network on the small-world topology (local and random connectivity) isPalabras claves:Block attractor, Hebbian learning, Neural networks, pattern recognition, Small worldAutores:Dominguez D., Mario González-Rodríguez, Rodríguez F.B.Fuentes:googlescopusA classification and data visualization tool applied to human migration analysis
Conference ObjectAbstract: Nowadays, in a highly-globalized world, the understanding of causes and consequences involved in thePalabras claves:Country Classification, Country Indicator Histogram, data visualization, Migration Map, Multilayer Perceptron, Socio-economic indicatorsAutores:Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Sanchez A., Soria P.Fuentes:googlescopusCapacity and retrieval of a modular set of diluted attractor networks with respect to the global number of neurons
ArticleAbstract: The modularity and hierarchical structures in associative networks can replicate parallel pattern rePalabras claves:Diluted connectivity, Divide-and-conquer approach, Ensembled learning, Hopfield network, Network size, Storage capacityAutores:Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:googlescopusFine-Tuning of Patterns Assignment to Subnetworks Increases the Capacity of an Attractor Network Ensemble
Conference ObjectAbstract: It is known that dividing an attractor network into a set of subnetworks whose connectivity is equivPalabras claves:Ensemble of diluted modules, Module input optimization, Overlap driven assignment, Retinal images retrieval, Structured patternsAutores:Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:googlescopusFingerprint Retrieval Using a Specialized Ensemble of Attractor Networks
Conference ObjectAbstract: We tested the performance of the Ensemble of Attractor Neural Networks (EANN) model for fingerprintPalabras claves:Hopfield network, Module specialization, Pattern sparseness, Storage capacity, Synaptic dilutionAutores:Carlos Dávila, Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:googlescopusForecasting 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:googlescopusEnsemble of Attractor Networks for 2D Gesture Retrieval
Conference ObjectAbstract: This work presents an Ensemble of Attractor Neural Networks (EANN) model for gesture retrieval. 2D sPalabras claves:Gesture encoding, Hopfield network, Offline recognition, Single-stroke gestures, Storage capacity, Synaptic dilutionAutores:Carlos Dávila, Dominguez D., Jorge Luis Pérez Medina, Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:scopusEnsemble of diluted attractor networks with optimized topology for fingerprint retrieval
ArticleAbstract: The present study analyzes the retrieval capacity of an Ensemble of diluted Attractor Neural NetworkPalabras claves:Attractor neural networks, Ensemble of diluted modules, Fingerprint retrieval, Information performance metrics, Module input optimization, Module specialization, Structured patternsAutores:Dominguez D., Mario González-Rodríguez, Rodr F.B., Sanchez A.Fuentes:googlescopusPanama Papers' offshoring network behavior
ArticleAbstract: Panama Papers; Offshore societies; Tax havens; Geographical networks; Graph Theory; Network AnalysisPalabras claves:Business, ECONOMICS, Geographical networks, globalization, Graph Theory, International Relations, Money, Network Analysis, Offshore societies, Panama papers, Tax havensAutores:Alonso-Almeida M.d.M., Dominguez D., Mario González-Rodríguez, Mateos M.E., Odette Pantoja-Díaz, Pablo PicoFuentes:googlescopusIncrease attractor capacity using an ensembled neural network
ArticleAbstract: This work presents an ensemble of Attractor Neural Networks (ANN) modules, that increases the patterPalabras claves:Divide-and-conquer parallelizing, Ensemble of Attractor Neural Networks, Hopfield-type network, Network wiring cost, Storage capacity, Synaptic dilutionAutores:Dominguez D., Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:googlescopus