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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(4)
2019 6th International Conference on eDemocracy and eGovernment, ICEDEG 2019(1)
Communications in Computer and Information Science(1)
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Ciencias de la computación(6)
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Capacity 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: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: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:googlescopusRobust detection of outdoor urban advertising panels in static images
Conference ObjectAbstract: One interesting publicity application for Smart City environments is recognizing brand information cPalabras claves:Augmented reality, deep learning, Intersection over Union (IoU) metric, object detection, Single Shot Detector (SSD) architecture, Urban ads panelsAutores:A. D. Sappa, Angel D. Sappa, Morera Á., Sanchez A., Vélez J.F.Fuentes:googlescopusSoft-computing modeling and prediction of gender equality
Conference ObjectAbstract: ITC and E-government platforms are crucial to gather and mining data in order to develop strategiesPalabras claves:Clustering, Gender Gap, Three-state attractor, Time series evolutionAutores:De Los Nietos J., Dominguez D., Garcia H., Mario González-Rodríguez, Odette Pantoja-Díaz, Sanchez A.Fuentes:googlescopusSpieldose: An interactive genetic software for assisting to music composition tasks
Conference ObjectAbstract: We describe a new software tool, called Spieldose (in English, musical box), suited to the automaticPalabras claves:Autores:Gabriela Pérez, Pantrigo J.J., Sanchez A., Virseda J.Fuentes:scopusSsd vs. Yolo for detection of outdoor urban advertising panels under multiple variabilities
ArticleAbstract: This work compares Single Shot MultiBox Detector (SSD) and You Only Look Once (YOLO) deep neural netPalabras claves:Detection metrics, Object and scene imaging variabilities, object detection, One-stage detectors, Single Shot MultiBox Detector (SSD), Urban outdoor panels, You Only Look Once (YOLO)Autores:A. D. Sappa, Moreno A.B., Morera Á., Sanchez A., Vélez J.F.Fuentes:scopusStructured patterns retrieval using a metric attractor network: Application to fingerprint recognition
ArticleAbstract: The ability of a metric attractor neural networks (MANN) to learn structured patterns is analyzed. IPalabras claves:Attractor network, Fingerprint retrieval, Neurodynamics, small-world, Structured patternsAutores:Dominguez D., Doria F.F., Erichsen R., Mario González-Rodríguez, Rodríguez F.B., Sanchez A.Fuentes:googlescopus