Poster (After Call)

FZJ-2023-04195

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Performance Benchmarks for Neuromorphic Systems at Scale

Senk, J. (Corresponding author)FZJ* ; van Albada, S.FZJ* ; Diesmann, M.FZJ*

2023

Abstract: A neuroscientifically relevant model of a local cortical circuit has become a benchmarkchallenging different conventional and neuromorphic simulation approaches in terms of accuracy andefficiency. The cross-disciplinary performance comparison calls for discussions on 1) future benchmarkmodels representing the multi-level organization of the brain at scale, and 2) demands on the designof neuromorphic hardware to enable corresponding network simulations.

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Contributing Institute(s):

1. Computational and Systems Neuroscience (INM-6)
2. Theoretical Neuroscience (IAS-6)
3. Jara-Institut Brain structure-function relationships (INM-10)

Research Program(s):

1. 5234 - Emerging NC Architectures (POF4-523) (POF4-523)
2. 5235 - Digitization of Neuroscience and User-Community Building (POF4-523) (POF4-523)
3. HBP SGA3 - Human Brain Project Specific Grant Agreement 3 (945539) (945539)
4. Helmholtz Platform for Research Software Engineering - Preparatory Study (HiRSE_PS-20220812) (HiRSE_PS-20220812)

Appears in the scientific report 2023

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