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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(9)
Physica A: Statistical Mechanics and its Applications(2)
2018 6th International Conference on Brain-Computer Interface, BCI 2018(1)
2019 6th International Conference on eDemocracy and eGovernment, ICEDEG 2019(1)
Expert Systems with Applications(1)
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Ciencias de la computación(9)
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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:googlescopusAn electrode selection approach in P300-based BCIs to address inter- A nd intra-subject variability
Conference ObjectAbstract: Brain Computer Interface (BCI) technologies use neural activity to implement a direct communicationPalabras claves:Bayesian Linear Discriminant Analysis (BLDA), Brain Computer Interface (BCI), Event-related potentia (ERP), Inter-subject variability, Intra-subject variability, P300 component, Personalized Brain-Machine InterfacesAutores:Rodríguez F.B., Varona P., Vinicio ChangoluisaFuentes:googlescopusA Fine Dry-Electrode Selection to Characterize Event-Related Potentials in the Context of BCI
Conference ObjectAbstract: A brain-computer interface (BCI) detects brain activity and converts it to external commands, faciliPalabras claves:Bayesian linear discriminant analysis, EEG signal, Electrode selection, Event-related potentials, Inter- and intrasubject variability, Low-cost BCI, Oddball paradigmAutores:Rodríguez F.B., Varona P., Vinicio ChangoluisaFuentes:googlescopusA Low-Cost Computational Method for Characterizing Event-Related Potentials for BCI Applications and beyond
ArticleAbstract: Event-related potentials (ERPs) are important neurophysiological markers widely used in scientific,Palabras claves:brain-machine interface, continuous ERP characterization, Event-related potentials, Inter- and intrasubject variability, negative ERP, online electrode selection, P300, Personalized brain-computer interface, positive ERPAutores:Rodríguez F.B., Varona P., Vinicio ChangoluisaFuentes: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: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:scopusHow to reduce classification error in ERP-based BCI: Maximum relative areas as a feature for p300 detection
Conference ObjectAbstract: Currently, one of the challenges in a Brain Computer Interface (BCI) technologies is the improvementPalabras claves:Brain computer interface, Event-related potentials, Lda, online, P300Autores:Rodríguez F.B., Varona P., Vinicio ChangoluisaFuentes:googlescopus