Spiking Neural P System Simulations on a High Performance GPU Platform

Cabarle, Francis George C.; Adorna, Henry N.; Martínez del Amor, Miguel Ángel; Pérez Jiménez, Mario de Jesús

doi:10.1007%2F978-3-642-24669-2_10

Ponencia

dc.creator	Cabarle, Francis George C.	es
dc.creator	Adorna, Henry N.	es
dc.creator	Martínez del Amor, Miguel Ángel	es
dc.creator	Pérez Jiménez, Mario de Jesús	es
dc.date.accessioned	2018-02-22T11:17:55Z
dc.date.available	2018-02-22T11:17:55Z
dc.date.issued	2011
dc.identifier.citation	Cabarle, F.G.C., Adorna, H.N., Martínez del Amor, M.Á. y Pérez Jiménez, M.d.J. (2011). Spiking Neural P System Simulations on a High Performance GPU Platform. En ICA3PP 2011: 11th International Conference on Algorithms and Architectures for Parallel Processing (99-108), Melbourne, Australia: Springer.
dc.identifier.isbn	978-3-642-24668-5	es
dc.identifier.issn	0302-9743	es
dc.identifier.uri	https://hdl.handle.net/11441/70521
dc.description.abstract	In this paper we present our results in adapting a Spiking Neural P system (SNP system) simulator to a high performance graphics processing unit (GPU) platform. In particular, we extend our simulations to larger and more complex SNP systems using an NVIDIA Tesla C1060 GPU. The C1060 is manufactured for high performance computing and massively parallel computations, matching the maximally parallel nature of SNP systems. Using our GPU accelerated simulations we present speedups of around 200× for some SNP systems, compared to CPU only simulations.	es
dc.description.sponsorship	Junta de Andalucía P08–TIC-04200	es
dc.description.sponsorship	Ministerio de Educación y Ciencia TIN2009–13192	es
dc.format	application/pdf	es
dc.language.iso	eng	es
dc.publisher	Springer	es
dc.relation.ispartof	ICA3PP 2011: 11th International Conference on Algorithms and Architectures for Parallel Processing (2011), p 99-108
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	GPU computing	es
dc.subject	CUDA	es
dc.subject	Parallel computing	es
dc.title	Spiking Neural P System Simulations on a High Performance GPU Platform	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	P08–TIC-04200	es
dc.relation.projectID	TIN2009–13192	es
dc.relation.publisherversion	https://link.springer.com/chapter/10.1007%2F978-3-642-24669-2_10	es
dc.identifier.doi	10.1007%2F978-3-642-24669-2_10	es
dc.contributor.group	Universidad de Sevilla. TIC193: Computación Natural	es
idus.format.extent	10	es
dc.publication.initialPage	99	es
dc.publication.endPage	108	es
dc.eventtitle	ICA3PP 2011: 11th International Conference on Algorithms and Architectures for Parallel Processing	es
dc.eventinstitution	Melbourne, Australia	es
dc.relation.publicationplace	Berlin	es
dc.identifier.sisius	20117472	es
dc.contributor.funder	Junta de Andalucía
dc.contributor.funder	Ministerio de Educación y Ciencia (MEC). España

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