dc.creator | Cabarle, Francis George C. | |
dc.creator | Adorna, Henry N. | |
dc.creator | Pérez Jiménez, Mario de Jesús | |
dc.date.accessioned | 2016-01-21T09:55:27Z | |
dc.date.available | 2016-01-21T09:55:27Z | |
dc.date.issued | 2015 | |
dc.identifier.isbn | 978-84-944366-2-8 | es |
dc.identifier.uri | http://hdl.handle.net/11441/33018 | |
dc.description.abstract | Spiking neural P (in short, SNP) systems are computing devices inspired
by biological spiking neurons. In this work we consider SNP systems with structural
plasticity (in short, SNPSP systems) working in the asynchronous (in short, asyn mode).
SNPSP systems represent a class of SNP systems that have dynamic synapses, i.e. neurons
can use plasticity rules to create or remove synapses. We prove that for asyn mode,
bounded SNPSP systems (where any neuron produces at most one spike each step)
are not universal, while unbounded SNPSP systems with weighted synapses (a weight
associated with each synapse allows a neuron to produce more than one spike each step)
are universal. The latter systems are similar to SNP systems with extended rules in
asyn mode (known to be universal) while the former are similar to SNP systems with
standard rules only in asyn mode (conjectured not to be universal). Our results thus
provide support to the conjecture of the still open problem. | es |
dc.description.sponsorship | Ministerio de Economía y Competitividad TIN2012-37434 | |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Fénix Editora | es |
dc.relation.ispartof | Proceedings of the Thirteenth Brainstorming Week on Membrane Computing, 91-104. Sevilla, E.T.S. de Ingeniería Informática, 2-6 de Febrero, 2015, | es |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Membrane computing | es |
dc.subject | Spiking neural P systems | es |
dc.subject | Structural plasticity | es |
dc.subject | Asynchronous systems | es |
dc.subject | Turing universality | es |
dc.title | Asynchronous Spiking Neural P Systems with Structural Plasticity | es |
dc.type | info:eu-repo/semantics/conferenceObject | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Ciencias de la Computación e Inteligencia Artificial | es |
dc.relation.projectID | info:eu-repo/grantAgreement/MINECO/TIN2012-37434 | |
dc.contributor.group | Universidad de Sevilla. TIC193: Computación Natural | |
dc.identifier.idus | https://idus.us.es/xmlui/handle/11441/33018 | |
dc.contributor.funder | Ministerio de Economía y Competitividad (MINECO). España | |