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README.md

Stimulating Modular Cultures

Data repository

This repository contains experimental data, processed analysis results, and rendered movies to accompany the paper. The subfolders contain compressed zip files, that can be downloaded separately. See below for where individual parts should be placed.

Citable reference:

@misc{yamamoto_modular_2022,
  title = {Modular Architecture Facilitates Noise-Driven Control of Synchrony in Neuronal Networks},
  author = {Yamamoto, Hideaki and Spitzner, F. Paul and Takemuro, Taiki and Buend{\'i}a, Victor and Morante, Carla and Konno, Tomohiro and Sato, Shigeo and {Hirano-Iwata}, Ayumi and Priesemann, Viola and Mu{\~n}oz, Miguel A. and Zierenberg, Johannes and Soriano, Jordi},
  year = {2022},
  eprint = {2205.10563},
  eprinttype = {arxiv},
  primaryclass = {q-bio},
  institution = {{arXiv}},
  doi = {10.48550/arXiv.2205.10563},
  url = {http://arxiv.org/abs/2205.10563},
  archiveprefix = {arXiv},
}

The source code is available via GitHub: https://github.com/Priesemann-Group/stimulating_modular_cultures

To enable plot scripts using the downloaded data (this repo), extract the zip files and place the /dat/ folder inside the base directory of the GitHub repository.

You can use the following one-liner to extract all zip files, if you cloned the full data repo:

cd repo_dir
find ./dat/ -name "*.zip" | while read filename; do unzip -o -d "`dirname "$filename"`" "$filename"; done;

The following structure is assumed by the analysis code (and, for the ./dat/ folder, will be created with above command):

stimulating_modular_cultures (code repo)/
├── ana/paper_plots.py
├── ...
└── dat/
    ├── experiments/
    │   ├── processed/ (extracted zip)
    │   └── raw/       (extracted zip)
    │       └── 1b/realization_id (e.g. 210315_A)
    └── simulations/
        ├── lif/
        │   ├── processed/ (extracted zip)
        │   └── raw/       (not provided)
        └── meso/
            ├── processed/ (extracted zip)
            └── raw/       (not provided)
...
datacite.yml
Title Data for 'Modular architecture facilitates noise-driven control of synchrony in neuronal networks'
Authors Yamamoto,Hideaki;Research Institute of Electrical Communication (RIEC), Tohoku University, Sendai, Japan
Spitzner,F. Paul;Max Planck Institute for Dynamics and Self-Organization, Göttingen, Germany
Takemuro,Taiki;Research Institute of Electrical Communication (RIEC), Tohoku University, Sendai, Japan
Buendía,Victor;Max Planck Institute for Biological Cybernetics, Tübingen, Germany
Murota,Hakuba;Research Institute of Electrical Communication (RIEC), Tohoku University, Sendai, Japan
Morante,Carla;Departament de Física de la Matèria Condensada, Universitat de Barcelona, Barcelona, Spain
Konno,Tomohiro;Graduate School of Pharmaceutical Sciences, Tohoku University, Sendai, Japan
Sato,Shigeo;Research Institute of Electrical Communication (RIEC), Tohoku University, Sendai, Japan
Hirano-Iwata,Ayumi;Research Institute of Electrical Communication (RIEC), Tohoku University, Sendai, Japan
Levina,Anna;Max Planck Institute for Biological Cybernetics, Tübingen, Germany
Priesemann,Viola;Max Planck Institute for Dynamics and Self-Organization, Göttingen, Germany
Muñoz,Miguel A.;Departamento de Electromagnetismo y Física de la Materia, Universidad de Granada, Granada, Spain
Zierenberg,Johannes;Max Planck Institute for Dynamics and Self-Organization, Göttingen, Germany
Soriano,Jordi;Departament de Física de la Matèria Condensada, Universitat de Barcelona, Barcelona, Spain
Description In this data repository, we provide raw data and intermediate analysis results accompanying our publication. Files are compressed zip-archives, downloadable separately in order to reproduce expiermental results and simulations independently. The preliminary publication title is "Modular architecture facilitates noise-driven control of synchrony in neuronal networks". A preprint can be found at https://arxiv.org/abs/2205.10563. The accompanying code repository can be found at https://github.com/Priesemann-Group/stimulating_modular_cultures.
License CC-BY-NC 4.0 (http://creativecommons.org/licenses/by-nc/4.0/)
References Yamamoto et al.: 'Modular architecture facilitates noise-driven control of synchrony in neuronal networks'. Science Advances, submitted. [doi:tba] (IsSupplementTo)
Yamamoto et al. (2022) Preprint of 'Modular architecture facilitates noise-driven control of synchrony in neuronal networks' based on the data. arXiv. https://doi.org/10.48550/arXiv.2205.10563 [arXiv:2205.10563] (IsSupplementTo)
StimulatingModularCultures: Analysis code. Github. https://github.com/Priesemann-Group/stimulating_modular_cultures [url:https://github.com/Priesemann-Group/stimulating_modular_cultures] (IsReferencedBy)
Funding
Keywords Neuroscience
in vitro cultures
modularity
optogenetics
spiking neuronal network model
Resource Type Dataset