dc.creator | Carandang, Jym Paul | es |
dc.creator | Cabarle, Francis George C. | es |
dc.creator | Adorna, Henry N. | es |
dc.creator | Hernández, Nestine Hope S. | es |
dc.creator | Martínez del Amor, Miguel Ángel | es |
dc.date.accessioned | 2021-11-29T10:36:27Z | |
dc.date.available | 2021-11-29T10:36:27Z | |
dc.date.issued | 2017 | |
dc.identifier.citation | Carandang, J.P., Cabarle, F.G.C., Adorna, H.N., Hernández, N.H.S. y Martínez del Amor, M.Á. (2017). Nondeterminism in Spiking Neural P Systems: Algorithms and Simulations. En ACMC 2017: The 6th Asian Conference on Membrane Computing Chengdu, China: Xihua University. | |
dc.identifier.uri | https://hdl.handle.net/11441/127739 | |
dc.description.abstract | Spiking Neural P system (or SN P system) is a computing
model based on the neurons in a living being. It is composed of neurons
containing spikes interconnected by synapses. Each neuron contain a set
of rules which will determine how the spikes are passed in the system.
It is a non-deterministic and parallel system which makes GPU a good
candidate for simulating this computing model. A matrix representation
for system without delay was previously developed and an algorithm
for simulating deterministic systems with delay was also presented. In
this work, an algorithm for simulating non-deterministic Spiking Neural
P System was presented. To accelerate simulations of Spiking Neural
P Systems, this algorithm was then implemented and used to simulate
nonuniform and uniform solution to the subset sum problem as a case
study. Time and space resources in the GPU of such simulations are then
compared and analyzed | es |
dc.format | application/pdf | es |
dc.format.extent | 13 | es |
dc.language.iso | eng | es |
dc.publisher | Xihua University | es |
dc.relation.ispartof | ACMC 2017: The 6th Asian Conference on Membrane Computing (2017). | |
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 system | es |
dc.subject | CUDA | es |
dc.subject | GPU | es |
dc.subject | Subset Sum | es |
dc.title | Nondeterminism in Spiking Neural P Systems: Algorithms and Simulations | 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 | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Ciencias de la Computación e Inteligencia Artificial | es |
dc.relation.publisherversion | http://imcs.org.cn/img/(ACMC-2017)%206th.pdf | es |
dc.contributor.group | Universidad de Sevilla. TIC193 : Computación Natural | es |
dc.eventtitle | ACMC 2017: The 6th Asian Conference on Membrane Computing | es |
dc.eventinstitution | Chengdu, China | es |
dc.relation.publicationplace | Chengdu, China | es |