Exploiting Flow Graph of System of ODEs to Accelerate the Simulation of Biologically-Detailed Neural Networks
Magalhães B, Hines M, Sterling T, Schürmann F. Exploiting Flow Graph of System of ODEs to Accelerate the Simulation of Biologically-Detailed Neural Networks. 2019, 00: 176-187. DOI: 10.1109/ipdps.2019.00028.Peer-Reviewed Original ResearchCompute nodesScientific use casesHPX runtime systemParalleX execution modelSingle compute nodeLarge-scale benchmarksGranularity of parallelismCompute architecturesRuntime systemAsynchronous executionExecution modelUse casesData implementationParallel simulatorNeural networkScientific applicationsFlow graphDifferent architecturesStrong scalingCore requirementsConcurrent outputArchitectureFlow dependencyParallelismLarge systems