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- authors:
- -
- firstname: Robin
- lastname: Gutzen
- affiliation: 'Institute of Neuroscience and Medicine (INM-6) and Institute for Advanced Simulation (IAS-6) and JARA Institute Brain Structure-Function Relationships (INM-10), Jülich Research Centre, Jülich, Germany'
- id: 0000-0001-7373-5962
- -
- firstname: Michael
- lastname: 'von Papen'
- affiliation: 'Institute of Neuroscience and Medicine (INM-6) and Institute for Advanced Simulation (IAS-6) and JARA Institute Brain Structure-Function Relationships (INM-10), Jülich Research Centre, Jülich, Germany'
- id: 0000-0001-5030-1643
- -
- firstname: Guido
- lastname: Trensch
- affiliation: 'Simulation Lab Neuroscience, Jülich Supercomputing Centre (JSC), Institute for Advanced Simulation, JARA, Jülich Research Centre, Jülich, Germany'
- id: 0000-0003-0411-3726
- -
- firstname: Pietro
- lastname: Quaglio
- affiliation: 'Institute of Neuroscience and Medicine (INM-6) and Institute for Advanced Simulation (IAS-6) and JARA Institute Brain Structure-Function Relationships (INM-10), Jülich Research Centre, Jülich, Germany'
- id: 0000-0002-8012-3056
- -
- firstname: Sonja
- lastname: Grün
- affiliation: 'Institute of Neuroscience and Medicine (INM-6) and Institute for Advanced Simulation (IAS-6) and JARA Institute Brain Structure-Function Relationships (INM-10), Jülich Research Centre, Jülich, Germany; Theoretical Systems Neurobiology, RWTH Aachen University, Aachen, Germany'
- id: 0000-0003-2829-2220
- -
- firstname: Michael
- lastname: Denker
- affiliation: 'Institute of Neuroscience and Medicine (INM-6) and Institute for Advanced Simulation (IAS-6) and JARA Institute Brain Structure-Function Relationships (INM-10), Jülich Research Centre, Jülich, Germany'
- id: 0000-0003-1255-7300
- title: 'Resources for the article ''Reproducible neural network simulations: statistical methods for model validation on the level of network activity data'''
- description: 'This repository hosts code and data to reproduce the findings of the article ''Reproducible neural network simulations: statistical methods for model validation on the level of network activity data''. In addition, the repository hosts an additional example for the use of the tool "NetworkUnit".'
- keywords:
- - Neuroscience
- - Electrophysiology
- - Validation
- - 'Brain Simulation'
- - Spikes
- - 'Data Analysis'
- license:
- name: BSD-3-Clause
- url: 'https://opensource.org/licenses/BSD-3-Clause'
- funding:
- - 'Helmholtz, ZT-I-0003'
- - 'EU, EU.720270'
- - 'EU, EU.785907'
- references:
- -
- reftype: IsSupplementTo
- name: 'Gutzen, R., von Papen, M., Trensch, G., Quaglio, P., Grün, S., and Denker, M. (2018). Reproducible neural network simulations: statistical methods for model validation on the level of network activity data'
- -
- reftype: References
- name: 'Trensch, G., Gutzen, R., Blundell, I., Denker, M., and Morrison, A. (2018). Rigorous neural network simulations: a model substantiation methodology for increasing the correctness of simulation results in the absence of experimental validation data'
- dtype: Software
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