NGC-Learn: Computational Neuroscience and NeuroAI in Python

PyHGF: A neural network library for predictive coding

Flexible Inference for Predictive Coding Networks in JAX.

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

Biologically-inspired persistent memory engine for Claude Code. 26 cognitive subsystems, Hopfield networks, predictive coding, causal discovery, successor representations, all running locally over SQLite.

EIGen: Evolutionary Illusion Generator, based on predictive coding.

Persistent memory for Claude Code — 41 neuroscience papers, 26 biological mechanisms with paper-bearing per-mechanism ablation evidence (E1 v3). LongMemEval R@10 98.4% / MRR 0.9124 (n=500). LoCoMo R@10 94.2% / MRR 0.8278 (n=1986). BEAM-10M +33.4% over flat retrieval. PostgreSQL + pgvector. Verified via 31-row two-benchmark ablation campaign.

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

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

Predictive coding networks for temporal prediction

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

The code repository for our paper "Shared Spatial Memory Through Predictive Coding".

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

LineRWKV predictive compression of hyperspectral images

Predictive coding for sequential memory

Generalized Predictive Coding in Torch

Deep Predictive Coding Network (PredNet) implemented with Chainer

predictive coding-based RL. both Active Neural Generative Coding and Prospective Configuration

Code implementation for the paper "Relating Human Perception of Musicality to Prediction in a Predictive Coding Model"

NGC-Learn: Predictive Coding and Neurobiologically-Motivated Learning in Python