This directory provides the code used to produce the results in [1].

The code is written in Matlab. The required toolboxes are:

• DeepLearning toobox
• Parallel computing toolbox
• Image processing toolbox
• Statistics and machine learning toolbox

as well as:

• Gramm plotting tool

If you publish a paper based on this code, please cite both [1] and [2].

[1] Rajani Raman, Haruo Hosoya. CNN explains tuning properties of anterior, but not middle, face-processing areas in macaque IT. Communications Biology, 2020.

[2] Hosoya H, Hyvarinen A. A mixture of sparse coding models explaining properties of face neurons related to holistic and parts-based processing. PLoS Computational Biology, 13(7): e1005667, 2017.