Predictive Coding (Rao & Ballard 1999) Model

Requirement

Python >= 3.5
numpy, matplotlib, scipy, opencv, tqdm

Usage

Run train.py or predictive-coding.ipynb (written in Japanese).
preprocessing.py, ica.py, input_test.py are test files.

Results

Receptive fields of Level 1 module

Receptive fields of Level 2 module