/variance-processing-V1

Companion repository for "Cortical recurrence supports resilience to sensory variance in the primary visual cortex"".

Primary LanguageJupyter Notebook

Companion repository for the article "Cortical recurrence supports resilience to sensory variance in the primary visual cortex", published in Nature Communications Biology

DOI

Usage

  • Download the raw data from figshare here and unzip it in the folder preprocessing/cat/
  • Run the preprocessing pipeline (./preprocessing/main.py)
  • In the meantime, it's possible to also run the model (./model/feedforward.ipynb ; ./model/recurrent.ipynb ; ./model/timing.ipynb)
  • Once preprocessing pipeline has done its job, it's now possible to run the main pipeline that generates figures in ./postprocessing/main.py