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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.

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.

The following structure is assumed:

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, "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 Creative Commons Attribution-NonCommercial 4.0 International 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 a study 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