Modeling the extracellular potential generated by a muscle fiber as the output signal of a convolutional system

dc.contributor.authorRodríguez Falces, Javier
dc.contributor.departmentIngeniería Eléctrica, Electrónica y de Comunicaciónes_ES
dc.contributor.departmentIngeniaritza Elektrikoa, Elektronikoa eta Telekomunikazio Ingeniaritzaeu
dc.contributor.departmentInstitute of Smart Cities - ISCen
dc.date.accessioned2024-11-07T09:35:08Z
dc.date.issued2024-09-01
dc.date.updated2024-11-07T09:27:58Z
dc.description.abstractA central topic in Bioelectricity is the generation of the extracellular potential that results from the propagation of a transmembrane action potential along the muscle fiber. However, the way in which the extracellular potential is determined by the propagating action potential is difficult to describe, conceptualize, and visualize. Moreover, traditional quantitative approaches aimed at modeling extracellular potentials involve complex mathematical formulations, which do not allow students to visualize how the extracellular potential is generated around the active fiber. The present study is aimed at presenting a novel pedagogical approach to teaching the generation of extracellular potentials produced by muscle fibers based on the convolution operation. The effectiveness of this convolutional model was tested using a written exam and a satisfaction survey. Most students reported that a great advantage of this model was that it simplifies the problem by dividing it into three distinct components: 1) the input signal (associated with the action potential), 2) the impulse response (linked to the system formed by the fiber and the recording electrode), and 3) the output signal (the extracellular potential). Another key aspect of the present approach was that the input signal was represented by a sequence of electric dipoles, which allowed students to visualize the individual contribution of each dipole to the resulting extracellular potential. The results of the survey indicate that the combination of basic principles of electrical fields and intuitive graphical representations largely improves students' understanding of Bioelectricity concepts and enhances their motivation to complete their studies of biomedical engineering.es_ES
dc.description.sponsorshipThis work was supported by the project PID2022-136620OB-I00 financed by the Spanish Ministry of Science, Innovation and Universities MCIN/AEI/10.13039/501100011033/FEDER, UE.
dc.embargo.lift2025-09-01
dc.embargo.terms2025-09-01
dc.format.mimetypeapplication/pdfen
dc.identifier.citationRodriguez-Falces, J. (2024). Modeling the extracellular potential generated by a muscle fiber as the output signal of a convolutional system. Advances in Physiology Education, 48(3), 455-464. https://doi.org/10.1152/ADVAN.00238.2023.
dc.identifier.doi10.1152/ADVAN.00238.2023
dc.identifier.issn1043-4046
dc.identifier.urihttps://academica-e.unavarra.es/handle/2454/52462
dc.language.isoeng
dc.publisherAmerican Physiological Society
dc.relation.ispartofAdvances in Physiology Education (2024), vol. 48, núm. 3
dc.relation.projectIDinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2022-136620OB-I00/ES/
dc.relation.publisherversionhttps://doi.org/10.1152/ADVAN.00238.2023
dc.rights© 2024 the American Physiological Society.
dc.rights.accessRightsinfo:eu-repo/semantics/embargoedAccess
dc.subjectConvolutional modelen
dc.subjectExcitation sourceen
dc.subjectExtracellular potentialen
dc.subjectImpulse responseen
dc.subjectMuscle fiberen
dc.titleModeling the extracellular potential generated by a muscle fiber as the output signal of a convolutional systemen
dc.typeinfo:eu-repo/semantics/article
dc.type.versioninfo:eu-repo/semantics/publishedVersion
dspace.entity.typePublication
relation.isAuthorOfPublication8ebfa8e7-2a2b-41eb-a0c2-f82e9b6f39dc
relation.isAuthorOfPublication.latestForDiscovery8ebfa8e7-2a2b-41eb-a0c2-f82e9b6f39dc

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