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Use of Multiple Astrocytic Configurations within an Artificial Neuro-Astrocytic Network
dc.contributor.author | Pazos, A. | |
dc.contributor.author | Porto-Pazos, Ana B. | |
dc.contributor.author | Álvarez-González, S. | |
dc.contributor.author | Cedrón, Francisco | |
dc.date.accessioned | 2019-09-11T14:04:05Z | |
dc.date.available | 2019-09-11T14:04:05Z | |
dc.date.issued | 2019-08-07 | |
dc.identifier.citation | Cedron, F.; Alvarez-Gonzalez, S.; Pazos, A.; Porto-Pazos, A.B. Use of Multiple Astrocytic Configurations within an Artificial Neuro-Astrocytic Network. Proceedings 2019, 21, 46. https://doi.org/10.3390/proceedings2019021046 | es_ES |
dc.identifier.issn | 2504-3900 | |
dc.identifier.uri | http://hdl.handle.net/2183/23908 | |
dc.description.abstract | [Abstract] The artificial neural networks used in a multitude of fields are achieving good results. However, these systems are inspired in the vision of classical neuroscience where neurons are the only elements that process information in the brain. Advances in neuroscience have shown that there is a type of glial cell called astrocytes that collaborate with neurons to process information. In this work, a connectionist system formed by neurons and artificial astrocytes is presented. The astrocytes can have different configurations to achieve a biologically more realistic behaviour. This work indicates that the use of different artificial astrocytes behaviours is beneficial. | es_ES |
dc.description.sponsorship | Xunta de Galicia; ED431G/01 | es_ES |
dc.description.sponsorship | Xunta de Galicia; ED431D 2017/16 | es_ES |
dc.description.sponsorship | Xunta de Galicia; ED431D 2017/23 | es_ES |
dc.description.sponsorship | Ministerio de Economía y Competitividad; UNLC08-1E-002 | es_ES |
dc.description.sponsorship | Ministerio de Economía y Competitividad; UNLC13-13-3503 | es_ES |
dc.language.iso | eng | es_ES |
dc.publisher | MDPI AG | es_ES |
dc.relation.uri | https://doi.org/10.3390/proceedings2019021046 | es_ES |
dc.rights | Atribución 4.0 Internacional | es_ES |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | * |
dc.subject | Astrocyte | es_ES |
dc.subject | Artificial neuron-astrocyte network | es_ES |
dc.subject | Genetic algorithms | es_ES |
dc.subject | Cooperative co-evolutionary genetic algorithm | es_ES |
dc.title | Use of Multiple Astrocytic Configurations within an Artificial Neuro-Astrocytic Network | es_ES |
dc.type | info:eu-repo/semantics/conferenceObject | es_ES |
dc.rights.access | info:eu-repo/semantics/openAccess | es_ES |
UDC.journalTitle | Proceedings | es_ES |
UDC.volume | 21 | es_ES |
UDC.issue | 1 | es_ES |
UDC.startPage | 46 | es_ES |
dc.identifier.doi | 10.3390/proceedings2019021046 | |
UDC.conferenceTitle | 2nd XoveTIC Conference, A Coruña, Spain, 5–6 September 2019. | es_ES |