predictive-coding

NGC-Learn: Computational Neuroscience and NeuroAI in Python

PyHGF: A neural network library for predictive coding

Flexible Inference for Predictive Coding Networks in JAX.

Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.

The Official PyTorch Implementation of "Brain-like Variational Inference" (NeurIPS 2025 Paper)

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.

Unofficial repo for materials and code related to "Fundamentals of Active Inference" (Namjoshi 2026).

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.

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

(WIP) Ultra-fast, SIMD-accelerated Predictive Coding (PC) model library in bare-metal C++

Predictive coding networks for temporal prediction

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

LineRWKV predictive compression of hyperspectral images

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

Various experiments related to AGI

Predictive Coding with errors, not states