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Title:
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Simulating the Behaviour of the Human Brain on NVIDIA GPU: cuHinesBatch & cuThomasBatch implementations
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Author:
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Martínez Pérez, Ivan
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Other authors:
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Peña Monferrer, Antonio Jose; Valero Lara, Pedro |
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Abstract:
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Understand 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. |
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Subject(s):
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-Àrees temàtiques de la UPC::Informàtica
-Parallel processing (Electronic computers)
-Multiprocessors
-Neurona
-Algoritme de Hines
-GPUs
-Multiprocessador
-Sistema Tri-diagonal Lineal
-Escalabilitat
-Algoritme de Thomas
-PCR
-CR
-Processament Paral·lel
-cuSPARSE
-CUDA
-Human Brain
-Neuron
-Hines Algorithm
-Parallel Computing
-GPUs
-Multicore
-Tridiagonal Linear Systems
-Scalability
-Thomas Algorithm
-PCR
-CR
-Parallel Processing
-cuSPARSE
-CUDA
-Processament en paral·lel (Ordinadors)
-Multiprocessadors |
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Rights:
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Document type:
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Research/Master Thesis |
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Published by:
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Universitat Politécnica de Catalunya
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