NGC-Learn: Neurobiological Systems Design and Simulation in Python

PyHGF: A neural network library for predictive coding

Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurrent neural network models.

EIGen: Evolutionary Illusion Generator, based on predictive coding.

Flexible Inference for Predictive Coding Networks in JAX.

Research of a deep predictive coding model for unsupervised representation learning from video and audio data.

Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects

This repository has implementations of various alternatives to backpropagation for training neural networks.

Code from paper High-throughput Onboard Hyperspectral Image Compression with Ground-based CNN Reconstruction

Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent models.

We introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning

Predictive coding networks for temporal prediction

Predictive Coding (Rao & Ballard, 1999) Model

Generalized Predictive Coding in Torch

Various experiments related to AGI

Recurrent predictive coding networks for associative memory employing covariance learning

Deep Predictive Coding Network (PredNet) implemented with Chainer

Predictive coding for sequential memory

Learning grid cells by predictive coding

LineRWKV predictive compression of hyperspectral images