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Simulating the Behaviour of the Human Brain on NVIDIA GPU: cuHinesBatch & cuThomasBatch implementations

dc.contributorPeña Monferrer, Antonio Jose
dc.contributorValero Lara, Pedro
dc.contributor.authorMartínez Pérez, Ivan
dc.date.accessioned2018-06-04T20:57:20Z
dc.date.available2018-06-04T20:57:20Z
dc.date.issued2018-01-15
dc.identifier.urihttp://hdl.handle.net/2117/117810
dc.description.abstractUnderstand the human brain is one of the century challenges. On this work we are going to achieve a small step towards this objective presenting a novel data layout in order to compute more efficiently the Hines algorithm on GPU. A more general tridiagonal solver is going to be presented too.
dc.language.isoeng
dc.publisherUniversitat Politécnica de Catalunya
dc.subjectÀrees temàtiques de la UPC::Informàtica
dc.subject.lcshParallel processing (Electronic computers)
dc.subject.lcshMultiprocessors
dc.subject.otherNeurona
dc.subject.otherAlgoritme de Hines
dc.subject.otherGPUs
dc.subject.otherMultiprocessador
dc.subject.otherSistema Tri-diagonal Lineal
dc.subject.otherEscalabilitat
dc.subject.otherAlgoritme de Thomas
dc.subject.otherPCR
dc.subject.otherCR
dc.subject.otherProcessament Paral·lel
dc.subject.othercuSPARSE
dc.subject.otherCUDA
dc.subject.otherHuman Brain
dc.subject.otherNeuron
dc.subject.otherHines Algorithm
dc.subject.otherParallel Computing
dc.subject.otherGPUs
dc.subject.otherMulticore
dc.subject.otherTridiagonal Linear Systems
dc.subject.otherScalability
dc.subject.otherThomas Algorithm
dc.subject.otherPCR
dc.subject.otherCR
dc.subject.otherParallel Processing
dc.subject.othercuSPARSE
dc.subject.otherCUDA
dc.titleSimulating the Behaviour of the Human Brain on NVIDIA GPU: cuHinesBatch & cuThomasBatch implementations
dc.typeMaster thesis
dc.subject.lemacProcessament en paral·lel (Ordinadors)
dc.subject.lemacMultiprocessadors
dc.identifier.slug131442
dc.rights.accessOpen Access
dc.date.updated2018-01-31T05:00:25Z
dc.audience.educationlevelMàster
dc.audience.mediatorFacultat d'Informàtica de Barcelona
dc.audience.degreeMÀSTER UNIVERSITARI EN INNOVACIÓ I RECERCA EN INFORMÀTICA (Pla 2012)


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