Mostrando 10 resultados de: 16
Publisher
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(5)
2019 6th International Conference on eDemocracy and eGovernment, ICEDEG 2019(2)
Neurocomputing(2)
Communications in Computer and Information Science(1)
Expert Systems with Applications(1)
Área temáticas
Ciencias de la computación(9)
Métodos informáticos especiales(5)
Procesos sociales(2)
Comunicaciones(1)
Comunidades(1)
A 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: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:googlescopusOff-The-Shelf Based System for Urban Environment Video Analytics
Conference ObjectAbstract: This paper presents the design and implementation details of a system build-up by using off-the-shelPalabras claves:carbon footprint, greenhouse gases, object detection, object tracking, off-the-shelf video analytics, website frameworkAutores:A. D. Sappa, Henry Oswaldo Velesaca Lara, Patricia L. Suarez Riofrio, Sanchez A., Steven AraujoFuentes: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: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:googlescopusVideo Analytics in Urban Environments: Challenges and Approaches
Book PartAbstract: This chapter reviews state-of-the-art approaches generally present in the pipeline of video analyticPalabras claves:Autores:A. D. Sappa, Dario Carpio, Henry Oswaldo Velesaca Lara, Patricia L. Suarez Riofrio, Rafael Rivadeneira C., Sanchez A.Fuentes:scopus