A Spiking Neural P System Simulator Based on CUDA

Cabarle, Francis George C.; Adorna, Henry N.; Martínez del Amor, Miguel Ángel

doi:10.1007/978-3-642-28024-5_8

Ponencia

dc.creator	Cabarle, Francis George C.	es
dc.creator	Adorna, Henry N.	es
dc.creator	Martínez del Amor, Miguel Ángel	es
dc.date.accessioned	2019-05-27T10:37:45Z
dc.date.available	2019-05-27T10:37:45Z
dc.date.issued	2011
dc.identifier.citation	Cabarle, F.G.C., Adorna, H.N. y Martínez del Amor, M.Á. (2011). A Spiking Neural P System Simulator Based on CUDA. En CMC 2011: 12th International Conference on Membrane Computing (87-103), Fontainebleau, Francia: Springer.
dc.identifier.isbn	978-3-642-28023-8	es
dc.identifier.issn	0302-9743	es
dc.identifier.uri	https://hdl.handle.net/11441/86848
dc.description.abstract	In this paper we present a Spiking Neural P system (SNP system) simulator based on graphics processing units (GPUs). In particular we implement the simulator using NVIDIA CUDA enabled GPUs. The massively parallel architecture of current GPUs is very suitable for the maximally parallel computations of SNP systems. We simulate a wider variety of SNP systems, after presenting a previous work on SNP system matrix representation which led to their simulation in GPUs, and the simulation algorithm included here. Finally, we compare and present the performance speedups of the CPU-GPU based simulator over the CPU only simulator.	es
dc.description.sponsorship	Ministerio de Ciencia e Innovación TIN2009–13192	es
dc.description.sponsorship	Junta de Andalucía P08-TIC-04200	es
dc.format	application/pdf	es
dc.language.iso	eng	es
dc.publisher	Springer	es
dc.relation.ispartof	CMC 2011: 12th International Conference on Membrane Computing (2011), p 87-103
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	Parallel computing	es
dc.subject	GPU Computing	es
dc.subject	CUDA	es
dc.title	A Spiking Neural P System Simulator Based on CUDA	es
dc.type	info:eu-repo/semantics/conferenceObject	es
dcterms.identifier	https://ror.org/03yxnpp24
dc.type.version	info:eu-repo/semantics/submittedVersion	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.projectID	TIN2009–13192	es
dc.relation.projectID	P08-TIC-04200	es
dc.relation.publisherversion	https://link.springer.com/chapter/10.1007/978-3-642-28024-5_8	es
dc.identifier.doi	10.1007/978-3-642-28024-5_8	es
dc.contributor.group	Universidad de Sevilla. TIC193: Computación Natural	es
idus.format.extent	17	es
dc.publication.initialPage	87	es
dc.publication.endPage	103	es
dc.eventtitle	CMC 2011: 12th International Conference on Membrane Computing	es
dc.eventinstitution	Fontainebleau, Francia	es
dc.relation.publicationplace	Berlin	es
dc.identifier.sisius	20112353	es

Ficheros	Tamaño	Formato	Ver	Descripción
A Spiking Neural P System ...	418.2Kb	[PDF]	Ver/Abrir

Este registro aparece en las siguientes colecciones

Ponencias (Ciencias de la Computación e Inteligencia Artificial)

Mostrar el registro sencillo del ítem

Excepto si se señala otra cosa, la licencia del ítem se describe como: Attribution-NonCommercial-NoDerivatives 4.0 Internacional