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Analysis of the Information Transfer Rate-ITR in Linear and Non-linear Feature Extraction Methods for SSVEP Signals
ArticleAbstract: The most popular paradigm in BCIs is the steady-state visually evoked potential (SSVEP) due to theirPalabras claves:brain-computer interfaces, Canonical correlation analysis, empirical mode decomposition, information transfer rate, Steady-state visually evoked potentialAutores:Alfonso-Morales W., Caicedo-Bravo E.F., Danni de la CruzFuentes:scopusEmotion Recognition of Down Syndrome People Based on the Evaluation of Artificial Intelligence and Statistical Analysis Methods
ArticleAbstract: This article presents a study based on evaluating different techniques to automatically recognize thPalabras claves:action units, Down syndrome, probabilities, Transfer learningAutores:Bacca B., Caicedo-Bravo E.F., Nancy Paredes, NELSON BOLIVAR BENAVIDES CIFUENTESFuentes:googlescopusExperimental Analysis Using Action Units as Feature Descriptor for Emotion in People with down Syndrome
Conference ObjectAbstract: This article presents an analysis based on Action Units of the facial expressions of four basic emotPalabras claves:AUs, Down syndrome, Facial units code system, FACS action units, KLDAutores:Bladimir B.C., Caicedo-Bravo E.F., Nancy ParedesFuentes:scopusReal-Time Emotion Recognition Through Video Conference and Streaming
Conference ObjectAbstract: The Covid-19 pandemic changed the course of activities, both work and education in the world, migratPalabras claves:deep learning, emotions, Flask, PYTHON, VideoconferencesAutores:Bacca B., Caicedo-Bravo E.F., Nancy ParedesFuentes:scopusRobotic Tool as Support in Teaching Processes During COVID 19 Pandemic
Conference ObjectAbstract: The pandemic caused by COVID 19 has led to the transition from traditional education to other modaliPalabras claves:COVID 19, Educational technological tools, Robotic theater, teaching processes, Virtual EducationAutores:Álan Prócel, Bacca B., Caicedo-Bravo E.F., Johanna B. Tobar, JOHANNA BELEN TOBAR QUEVEDO, López A.Fuentes:googlescopusPortable Robotic Modular Kit for Teaching Gestures in Children with ASD
Conference ObjectAbstract: Technological advancement in recent years has allowed effective development in various fields, the lPalabras claves:Autism Spectrum Disorder, gestures, Human - robot interaction, Laterality, Modular robots, Non-verbal communication, TeachingAutores:Bacca B., Brandon Muñoz, Caicedo-Bravo E.F., Joffre Delgado, Johanna B. Tobar, JOHANNA BELEN TOBAR QUEVEDOFuentes:googlescopusSolving the ssvep paradigm using the nonlinear canonical correlation analysis approach
ArticleAbstract: This paper presents the implementation of nonlinear canonical correlation analysis (NL-CCA) approachPalabras claves:Canonical correlation analysis, deep learning, information transfer rate, Nonlinear canonical correlation analysis, Steady-state visual evoked potentialsAutores:Alfonso-Morales W., Caicedo-Bravo E.F., Danni R. de la CruzFuentes:scopus