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000155133 020__ $$a978-3-319-12083-6 (print)
000155133 020__ $$a978-3-319-12084-3 (electronic)
000155133 0247_ $$2doi$$a10.1007/978-3-319-12084-3_3
000155133 0247_ $$2ISSN$$a0302-9743
000155133 0247_ $$2ISSN$$a1611-3349
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000155133 037__ $$aFZJ-2014-04318
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000155133 1001_ $$0P:(DE-Juel1)138512$$avan Albada, Sacha$$b0$$eCorresponding Author$$ufzj
000155133 1112_ $$a1st International Workshop on Brain-inspired Computing$$cCetraro$$d2013-07-08 - 2013-07-11$$gBrainComp 2013$$wItaly
000155133 245__ $$aIntegrating brain structure and dynamics on supercomputers
000155133 260__ $$aCham Heidelberg New York Dordrecht London$$bSpringer$$c2014
000155133 29510 $$aBrain-inspired Computing
000155133 300__ $$a22-32
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000155133 3367_ $$0PUB:(DE-HGF)8$$2PUB:(DE-HGF)$$aContribution to a conference proceedings$$bcontrib$$mcontrib$$s1563263897_1091
000155133 3367_ $$0PUB:(DE-HGF)7$$2PUB:(DE-HGF)$$aContribution to a book$$mcontb
000155133 4900_ $$aLecture Notes in Computer Science$$v8603
000155133 500__ $$aDOI: 10.1007/978-3-319-12084-3_3
000155133 520__ $$aLarge-scale simulations of neuronal networks provide a unique view onto brain dynamics, complementing experiments, small-scale simulations, and theory. They enable the investigation of integrative models to arrive at a multi-scale picture of brain dynamics relating macroscopic imaging measures to the microscopic dynamics. Recent years have seen rapid development of the necessary simulation technology. We give an overview of design features of the NEural Simulation Tool (NEST) that enable simulations of spiking point neurons to be scaled to hundreds of thousands of processors. The performance of supercomputing applications is traditionally assessed using scalability plots. We discuss reasons why such measures should be interpreted with care in the context of neural network simulations. The scalability of neural network simulations on available supercomputers is limited by memory constraints rather than computational speed. This calls for future generations of supercomputers that are more attuned to the requirements of memory-intensive neuroscientific applications.
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000155133 536__ $$0G:(EU-Grant)269921$$aBRAINSCALES - Brain-inspired multiscale computation in neuromorphic hybrid systems (269921)$$c269921$$fFP7-ICT-2009-6$$x3
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000155133 7001_ $$0P:(DE-Juel1)151364$$aKunkel, Susanne$$b1$$ufzj
000155133 7001_ $$0P:(DE-Juel1)151166$$aMorrison, Abigail$$b2$$ufzj
000155133 7001_ $$0P:(DE-Juel1)144174$$aDiesmann, Markus$$b3$$ufzj
000155133 773__ $$a10.1007/978-3-319-12084-3_3$$y?
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