Mostrando 7 resultados de: 7
Publisher
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(4)
PLoS ONE(1)
Proceedings of the International Workshop on Artificial Neural Networks and Intelligent Information Processing, ANNIIP 2014 - In Conjunction with ICINCO 2014(1)
Sensors(1)
Área temáticas
Fisiología humana(4)
Ciencias de la computación(2)
Enfermedades(2)
Métodos informáticos especiales(2)
Cirugía y especialidades médicas afines(1)
Área de conocimiento
Aprendizaje automático(3)
Ciencias de la computación(3)
Modelo matemático(1)
Optimización matemática(1)
Procesamiento de señales(1)
Objetivos de Desarrollo Sostenible
ODS 3: Salud y bienestar(7)
ODS 9: Industria, innovación e infraestructura(7)
Origen
scopus(7)
A comparison of two fitting functions for sacadic pulse component mathematical modelling
Conference ObjectAbstract: An accepted model for the saccade signal of ocular motor neurons comprises two components in the forPalabras claves:Autores:Becerra-García R.A., López L., Rodolfo García−Bermúdez, Ruiz F.R., Velázquez-Mariño M., Velazquez-Perez L., Velázquez-Rodríguez C.Fuentes:scopusA hybrid unsupervised-Deep learning tandem for electrooculography time series analysis
ArticleAbstract: Medical data are often tricky to get mined for patterns even by the generally demonstrated successfuPalabras claves:Autores:Atencia M., Becerra-García R.A., García-Lagos F., Joya-Caparrós G., Rodolfo García−Bermúdez, Stoean C., Stoean R., Velazquez-Perez L.Fuentes:scopusDifferentiation of saccadic eye movement signals
ArticleAbstract: Saccadic electrooculograms are discrete biosignals that contain the instantaneous angular position oPalabras claves:Electrooculograms, Numerical differentiation, Saccades biomarkers computing, Saccades identificationAutores:Becerra-García R.A., Joya-Caparrós G., Rodolfo García−BermúdezFuentes:scopusEvaluation of fitting functions for the saccade velocity profile in electrooculographic records
Conference ObjectAbstract: A saccade is an ocular movement that is characterized by speed and precision. The velocity profile oPalabras claves:Ataxia, Curve fitting, Eye movements, Gaussian series, Nonlinear regression, Saccade, SCA2, velocity profileAutores:Becerra-García R.A., José Arteaga-Vera, Rodolfo García−Bermúdez, Rodríguez M., Ruiz F.R., Velázquez-Mariño M., Velazquez-Perez L., Velázquez-Rodríguez C.Fuentes:scopusEvaluation of the differentiation of noisy electrooculographic records using continuous wavelet transform
Conference ObjectAbstract: The differentiation of signals in presence of noise results complicated, due to the amplification efPalabras claves:Electrooculography, saccades, velocity, Wavelet differentiationAutores:Becerra-García R.A., Christian Torres-Morán, David Zambrano-Montenegro, Gabriel Demera, Joya-Caparrós G., Rodolfo García−Bermúdez, Ruiz F.R.Fuentes:scopusSaccadic points classification using multilayer perceptron and random forest classifiers in EOG recordings of patients with ataxia SCA2
Conference ObjectAbstract: In this paper, we compare the performance of two different methods for the task of electrooculogramPalabras claves:ataxia sca2, eog signals, Multilayer Perceptron, random forest, saccadesAutores:Becerra-García R.A., Joya-Caparrós G., Pino C., Rodolfo García−Bermúdez, Rodríguez R., Velazquez-Perez L.Fuentes:scopusNon spontaneous saccadic movements identification in clinical electrooculography using machine learning
Conference ObjectAbstract: In this paper we evaluate the use of the machine learning algorithms Support Vector Machines (SVM),Palabras claves:classification, Clinical electrooculography, Saccade identificationAutores:Becerra-García R.A., Cuevas-Beltrán F.R., Fernández-Higuera A., García-Lagos F., Joya-Caparrós G., Rodolfo García−Bermúdez, Rodríguez-Labrada R., Velázquez-Mariño M., Velázquez-Rodríguez C.Fuentes:scopus