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arxiv: 1901.07454 · v1 · pith:REI5PT6Wnew · submitted 2019-01-17 · 🧬 q-bio.NC

Arbor -- a morphologically-detailed neural network simulation library for contemporary high-performance computing architectures

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keywords arborperformancesimulationsoftwarelargelibraryoptimizationsarchitectures
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We introduce Arbor, a performance portable library for simulation of large networks of multi-compartment neurons on HPC systems. Arbor is open source software, developed under the auspices of the HBP. The performance portability is by virtue of back-end specific optimizations for x86 multicore, Intel KNL, and NVIDIA GPUs. When coupled with low memory overheads, these optimizations make Arbor an order of magnitude faster than the most widely-used comparable simulation software. The single-node performance can be scaled out to run very large models at extreme scale with efficient weak scaling. HPC, GPU, neuroscience, neuron, software

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