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Machinery Failure Approach and Spectral Analysis to Study the Reaction Time Dynamics over Consecutive Visual Stimuli: An Entropy-Based Model.

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Machinery Failure Approach and Spectral Analysis to Study the Reaction Time Dynamics over Consecutive Visual Stimuli: An Entropy-Based Model.

dc.contributor.author	Iglesias Martínez, Miguel Enrique
dc.contributor.author	Hernaiz Guijarro, Moisés
dc.contributor.author	Castro Palacio, Juan Carlos
dc.contributor.author	Fernández de Córdoba Castellá, Pedro J.
dc.contributor.author	Isidro San Juan, José María
dc.contributor.author	Navarro Pardo, Esperanza
dc.date.accessioned	2020-11-12T11:41:02Z
dc.date.available	2020-11-12T11:41:02Z
dc.date.issued	2020
dc.identifier.citation	Iglesias Martínez, Miguel Enrique Hernaiz Guijarro, Moisés Castro Palacio, Juan Carlos Fernández de Córdoba Castellá, Pedro J. Isidro San Juan, José María Navarro Pardo, Esperanza 2020 Machinery Failure Approach and Spectral Analysis to Study the Reaction Time Dynamics over Consecutive Visual Stimuli: An Entropy-Based Model. Mathematics 8 11 1979 1979
dc.identifier.uri	https://hdl.handle.net/10550/76353
dc.description.abstract	The reaction times of individuals over consecutive visual stimuli have been studied using an entropy-based model and a failure machinery approach. The used tools include the fast Fourier transform and a spectral entropy analysis. The results indicate that the reaction times produced by the independently responding individuals to visual stimuli appear to be correlated. The spectral analysis and the entropy of the spectrum yield that there are features of similarity in the response times of each participant and among them. Furthermore, the analysis of the mistakes made by the participants during the reaction time experiments concluded that they follow a behavior which is consistent with the MTBF (Mean Time Between Failures) model, widely used in industry for the predictive diagnosis of electrical machines and equipment.
dc.language.iso	eng
dc.relation.ispartof	Mathematics, 2020, vol. 8, num. 11, p. 1979-1979
dc.subject	Temps
dc.subject	Percepció visual
dc.title	Machinery Failure Approach and Spectral Analysis to Study the Reaction Time Dynamics over Consecutive Visual Stimuli: An Entropy-Based Model.
dc.type	journal article	es_ES
dc.date.updated	2020-11-12T11:41:03Z
dc.identifier.doi	10.3390/math8111979
dc.identifier.idgrec	141279
dc.rights.accessRights	open access	es_ES