Name		Name	Last commit message	Last commit date
Latest commit History 52 Commits
datasets		datasets
images		images
images_preprocessed		images_preprocessed
result_images		result_images
README.md		README.md
input_test.py		input_test.py
network.py		network.py
predictive-coding.ipynb		predictive-coding.ipynb
preprocessing.py		preprocessing.py
train.py		train.py

Repository files navigation

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

About

Predictive Coding (Rao & Ballard, 1999) Model

python3 predictive-coding

Report repository

Releases

No releases published

Packages

No packages published

Languages