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@ARTICLE{vanAlbada:888660,
      author       = {van Albada, Sacha and Pronold, Jari and van Meegen,
                      Alexander and Diesmann, Markus},
      title        = {{U}sage and scaling of an open-source spiking multi-area
                      model of monkey cortex},
      reportid     = {FZJ-2020-05102},
      year         = {2020},
      abstract     = {We are entering an age of ‘big’ computational
                      neuroscience, in which neural network models are increasing
                      in size and in numbers of underlying data sets.
                      Consolidating the zoo of models into large-scale models
                      simultaneously consistent with a wide range of data is only
                      possible through the effort of large teams, which can be
                      spread across multiple research institutions. To ensure that
                      computational neuroscientists can build on each other’s
                      work, it is important to make models publicly available as
                      well-documented code. This chapter describes such an
                      open-source model, which relates the connectivity structure
                      of all vision-related cortical areas of the macaque monkey
                      with their resting-state dynamics. We give a brief overview
                      of how to use the executable model specification, which
                      employs NEST as simulation engine, and show its runtime
                      scaling. The solutions found serve as an example for
                      organizing the workflow of future models from the raw
                      experimental data to the visualization of the results,
                      expose the challenges, and give guidance for the
                      construction of ICT infrastructure for neuroscience.},
      cin          = {INM-6 / IAS-6 / INM-10},
      cid          = {I:(DE-Juel1)INM-6-20090406 / I:(DE-Juel1)IAS-6-20130828 /
                      I:(DE-Juel1)INM-10-20170113},
      pnm          = {574 - Theory, modelling and simulation (POF3-574) / 571 -
                      Connectivity and Activity (POF3-571) / HBP SGA3 - Human
                      Brain Project Specific Grant Agreement 3 (945539) / HBP SGA2
                      - Human Brain Project Specific Grant Agreement 2 (785907) /
                      SPP 2041 347572269 - Integration von
                      Multiskalen-Konnektivität und Gehirnarchitektur in einem
                      supercomputergestützten Modell der menschlichen
                      Großhirnrinde (347572269) / Brain-Scale Simulations
                      $(jinb33_20121101)$ / HBP SGA1 - Human Brain Project
                      Specific Grant Agreement 1 (720270) / Advanced Computing
                      Architectures $(aca_20190115)$},
      pid          = {G:(DE-HGF)POF3-574 / G:(DE-HGF)POF3-571 /
                      G:(EU-Grant)945539 / G:(EU-Grant)785907 /
                      G:(GEPRIS)347572269 / $G:(DE-Juel1)jinb33_20121101$ /
                      G:(EU-Grant)720270 / $G:(DE-Juel1)aca_20190115$},
      typ          = {PUB:(DE-HGF)25},
      url          = {https://juser.fz-juelich.de/record/888660},
}