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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:googlescopusEnsemble 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: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:googlescopusLearning sequences of sparse correlated patterns using small-world attractor neural networks: An application to traffic videos
ArticleAbstract: The goal of this work is to learn and retrieve a sequence of highly correlated patterns using a HopfPalabras claves:Attractor network, Correlated patterns, small-world, Sparse-coding, Temporal sequence, Traffic analysis, Video retrievalAutores:Dominguez D., Mario González-Rodríguez, Sanchez A.Fuentes:googlescopus