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@@ -1,3 +1,29 @@
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# EI_clustered_network
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+
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+## Overview
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-Experimental and simulation data to reproduce figures of EI_clustered_network
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+This repository contains experimental data and simulated data to reproduce the figures in "Spiking attractor model of motor cortex explains modulation of neural and behavioral variability by prior target information" ([Rostami et al. (2024)](https://doi.org/??)).
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+
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+## Data Files
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+
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+### Files without ending
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+These files are pickle files which contain dictionaries. These dictionaries are used by customized functions to store results of function evaluations.
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+
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+
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+### .pickle Files in pickle folder
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+These files contain the experimental data. Each file contains the recording of a single unit.
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+
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+
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+## Downloading the data
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+The data can be either downloaded via the command line or via the browser.
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+### Using the command line with git annex
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+Make sure git and git-annex are installed on your computer. Clone the repository using
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+```bash
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+git clone https://gin.g-node.org/nawrotlab/EI_clustered_network
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+cd EI_clustered_network
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+git annex get *
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+```
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+Large files (>10MB) are replaced by placeholders. These filed are downloaded by the last command.
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+### Using the browser
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+Download the latest release as a zip file by clicking on Releases on the main page at
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+https://gin.g-node.org/nawrotlab/EI_clustered_network. This zip file contains all small files. Files larger than 10 MB are replaced by placeholders. These files can be downloaded individually from the GIN repository.
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