This repository contains the core code used for the model published in the paper "Fundamental principles of cortical computation: unsupervised learning with prediction, compression and feedback".
Make sure that virtualenv is installed on your system first. Then clone the repo and run the following commands:
git clone git@github.com:braincorp/ASC
cd ASC
sudo ./install_ubuntu_dependencies.sh
./setup.sh
source venv/bin/activate
python ASC/train_sparse_coding.py [list of video files separated by spaces] [total number of frames]