Python scripts for the V1 simple cell model from Larisch,R., Gönner,L., Teichmann,M., Hamker, F.H. (2021)
- Python v3.6 (Python >v3.6 and Python v2.7 not tested)
- Numpy >= v1.11.0
- Matplotlib >= v1.5.1
- ANNarchy >= v4.6.8.1 (actual master release can be found here and an installation guide is provided in the documentation )
The V1_simpleCell directory contains the python script to learn the V1 layer 4 models on natural scenes.
Start the learning with:
python ann.py
or
python ann.py -j4
to use 4 CPU cores to speed up the calculation.
The analyzes_V1Simple directory contains all the experiments to evaluate the model. Before starting the evaluation, copy the weight matrices into the Input_network directory.
Start the complete evaluation with:
python start.py