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A 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: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:googlescopusP300 Characterization Through Granger Causal Connectivity in the Context of Brain-Computer Interface Technologies
Conference ObjectAbstract: The analysis of connectivity in brain networks has been widely researched and it has been shown thatPalabras claves:Bayesian linear discriminant analysis, Brain networks, EEG signal, Event-related potential, Functional connectivity, Inter-subject variability, Oddball paradigm, Sequential forward electrode selection, Standard electrodesAutores:Rodríguez F.B., Salazar V., Vanessa Salazar Palacios, Vinicio ChangoluisaFuentes:googlescopusModeling sustainability reporting with ternary attractor neural networks
Conference ObjectAbstract: This work models the Corporate Sustainability General Reporting Initiative (GRI) using a ternary attPalabras claves:Bi-linear and Bi-quadratic retrieval, Sustainability, Ternary codingAutores:Dominguez D., Guerrero C., Mario González-Rodríguez, Odette Pantoja-Díaz, Rodríguez F.B.Fuentes:googlescopusPrecise Temporal P300 Detection in Brain Computer Interface EEG Signals Using a Long-Short Term Memory
Conference ObjectAbstract: Event-Related Potentials (ERP) detection is a latent problem in the clinical, neuroscience, and engiPalabras claves:Bayesian LDA, Detection of P300 at sample level, Event-related potential, Inter- and intra-subject variability, Oddball paradigm, P300 latency variability, Recurrent neural networksAutores:Lago-Fernández L.F., Oliva C., Rodríguez F.B., Vinicio ChangoluisaFuentes:googlescopus