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<OAI-PMH schemaLocation=http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd> <responseDate>2018-01-15T18:19:26Z</responseDate> <request identifier=oai:HAL:hal-01437753v1 verb=GetRecord metadataPrefix=oai_dc>http://api.archives-ouvertes.fr/oai/hal/</request> <GetRecord> <record> <header> <identifier>oai:HAL:hal-01437753v1</identifier> <datestamp>2018-01-11</datestamp> <setSpec>type:COMM</setSpec> <setSpec>subject:info</setSpec> <setSpec>collection:CNRS</setSpec> <setSpec>collection:UNIV-AG</setSpec> <setSpec>collection:EC-LYON</setSpec> <setSpec>collection:BNRMI</setSpec> <setSpec>collection:UNIV-LYON2</setSpec> <setSpec>collection:LIRIS</setSpec> <setSpec>collection:INSA-LYON</setSpec> </header> <metadata><dc> <publisher>HAL CCSD</publisher> <title lang=en>Simulation of Large Spiking Neural Networks on Distributed Architectures, The "DAMNED" Simulator</title> <creator>Mouraud, Anthony</creator> <creator>Puzenat, Didier</creator> <contributor>Data Mining and Machine Learning (DM2L) ; Laboratoire d'InfoRmatique en Image et Systèmes d'information (LIRIS) ; Institut National des Sciences Appliquées de Lyon (INSA Lyon) - Centre National de la Recherche Scientifique (CNRS) - Université Claude Bernard Lyon 1 (UCBL) - École Centrale de Lyon (ECL) - Université Lumière - Lyon 2 (UL2) - Institut National des Sciences Appliquées de Lyon (INSA Lyon) - Centre National de la Recherche Scientifique (CNRS) - Université Claude Bernard Lyon 1 (UCBL) - École Centrale de Lyon (ECL) - Université Lumière - Lyon 2 (UL2)</contributor> <contributor>Groupe de Recherche en Informatique et Mathématiques Appliquées Antilles-Guyane (GRIMAAG) ; Université des Antilles et de la Guyane (UAG)</contributor> <description>International audience</description> <source>Engineering Applications of Neural Networks: 11th International Conference, EANN 2009</source> <coverage>London, United Kingdom</coverage> <contributor>Palmer-Brown, D. and Draganova, C. and Pimenidis, E. and Mouratidis, H.</contributor> <publisher>Springer</publisher> <identifier>hal-01437753</identifier> <identifier>https://hal.archives-ouvertes.fr/hal-01437753</identifier> <source>https://hal.archives-ouvertes.fr/hal-01437753</source> <source>Palmer-Brown, D. and Draganova, C. and Pimenidis, E. and Mouratidis, H. Engineering Applications of Neural Networks: 11th International Conference, EANN 2009, Aug 2009, London, United Kingdom. Springer, pp.359-370, 2009, 〈10.1007/978-3-642-03969-0_33〉</source> <identifier>DOI : 10.1007/978-3-642-03969-0_33</identifier> <relation>info:eu-repo/semantics/altIdentifier/doi/10.1007/978-3-642-03969-0_33</relation> <language>en</language> <subject>[INFO] Computer Science [cs]</subject> <type>info:eu-repo/semantics/conferenceObject</type> <type>Conference papers</type> <description lang=en>This paper presents a spiking neural network simulator suitablefor biologically plausible large neural networks, named DAMNEDfor “Distributed And Multi-threaded Neural Event-Driven”. The simulatoris designed to run efficiently on a variety of hardware. DAMNEDmakes use of multi-threaded programming and non-blocking communicationsin order to optimize communications and computations overlap.This paper details the even-driven architecture of the simulator. Someoriginal contributions are presented, such as the handling of a distributedvirtual clock and an efficient circular event queue taking into accountspike propagation delays. DAMNED is evaluated on a cluster of computersfor networks from 103 to 105 neurons. Simulation and networkcreation speedups are presented. Finally, scalability is discussed regardingnumber of processors, network size and activity of the simulated NN.</description> <date>2009-08-27</date> </dc> </metadata> </record> </GetRecord> </OAI-PMH>