Three Applications of GPU Computing in Neuroscience
Three scenarios outlined here show the benefits of using a computer system with multiple GPUs in theoretical neuroscience. In each instance, it's clear that the GPU speedup considerably helps answer a scientific or technological question.
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| Published in: | Computing in science & engineering Vol. 14; no. 3; pp. 40 - 47 |
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| Main Authors: | , , |
| Format: | Journal Article |
| Language: | English |
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IEEE
01.05.2012
Institute of Electrical and Electronics Engineers |
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| ISSN: | 1521-9615, 1558-366X |
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| Abstract | Three scenarios outlined here show the benefits of using a computer system with multiple GPUs in theoretical neuroscience. In each instance, it's clear that the GPU speedup considerably helps answer a scientific or technological question. |
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| AbstractList | Three scenarios outlined here show the benefits of using a computer system with multiple GPUs in theoretical neuroscience. In each instance, it's clear that the GPU speedup considerably helps answer a scientific or technological question. |
| Author | Faugeras, Olivier Baladron Pezoa, Javier Fasoli, Diego |
| Author_xml | – sequence: 1 givenname: Javier surname: Baladron Pezoa fullname: Baladron Pezoa, Javier email: javier.baladron@inria.fr organization: NeuroMathComp Project Team, INRIA – sequence: 2 givenname: Diego surname: Fasoli fullname: Fasoli, Diego email: diego.fasoli@inria.fr organization: NeuroMathComp Project Team, INRIA – sequence: 3 givenname: Olivier surname: Faugeras fullname: Faugeras, Olivier email: Olivier.Faugeras@inria.fr organization: NeuroMathComp Project Team, INRIA |
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| Cites_doi | 10.1109/IJCNN.2009.5179043 10.1016/j.jneumeth.2007.09.010 10.1126/science.1179867 10.1007/BF00288786 10.1145/1362622.1362627 10.1109/IPDPSW.2010.5470899 10.1098/rstb.2000.0769 10.1162/08997660360675053 |
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| Keywords | Visualization scientific computing Computational modeling Computational neuroscience GPUs neuroscience computer system parallel and vector implementations graphics processing units Brain modeling Numerical models Mathematical model GPU computing |
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| References | ref8 mao (ref11) 2007 ref7 ref9 bernhard (ref4) 2006 ref3 ref6 ref10 ref5 plesser (ref2) 2007 ref1 |
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| SubjectTerms | Brain modeling Computational modeling Computational neuroscience General Mathematics GPUs Mathematical model Mathematics Numerical models parallel and vector implementations scientific computing Visualization |
| Title | Three Applications of GPU Computing in Neuroscience |
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