A repository collating interesting and/or influential predictive coding papers
☆112Aug 1, 2021Updated 5 years ago
Alternatives and similar repositories for Predictive_Coding_Papers
Users that are interested in Predictive_Coding_Papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆178Nov 23, 2020Updated 5 years ago
- ☆15Jul 9, 2024Updated 2 years ago
- Public code for Illing, Ventura, Bellec & Gerstner 2021: Local plasticity rules can learn deep representations using self-supervised cont…☆26Apr 19, 2024Updated 2 years ago
- This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…☆170Jan 12, 2024Updated 2 years ago
- Implementation for "An Approximation of the Error Backpropagation Algorithm in a Predictive Coding Network with Local Hebbian Synaptic Pl…☆16Oct 10, 2018Updated 8 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Software for using predictive coding algorithms to train PyTorch models.☆30Feb 13, 2024Updated 2 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆33Oct 18, 2019Updated 6 years ago
- Code for "Deep predictive coding network with local recurrent processing for object recognition"☆31Aug 13, 2024Updated 2 years ago
- A repository for major/influential FEP and active inference papers.☆245Jun 28, 2021Updated 5 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆32Dec 20, 2019Updated 6 years ago
- ☆34Jan 16, 2026Updated 8 months ago
- Landing page and repository for the 'Active Agents' tutorial held 17 July, 2024 at the 10th International Conference on Computational Soc…☆24Feb 8, 2025Updated last year
- "Towards Scaling Difference Target Propagation by Learning Backprop Targets" (ICML 2022)☆13Jan 17, 2023Updated 3 years ago
- A Python implementation of active inference for Markov Decision Processes☆743Sep 29, 2026Updated 2 weeks ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Metacognitive efficiency modelling in Python.☆23Nov 8, 2023Updated 2 years ago
- Implementation and evaluation of the AXIOM architecture from the preprint "AXIOM: Learning to Play Games in Minutes with Expanding Object…☆79Jun 2, 2025Updated last year
- repo for code for paper on general theory associative memory models☆23Jun 15, 2022Updated 4 years ago
- Code for Optimistic Exploration even with a Pessimistic Initialisation☆14Aug 4, 2020Updated 6 years ago
- Python implementation of Predictive Coding Networks and Predictive Coding Graphs, using PyTorch.☆20Mar 13, 2026Updated 7 months ago
- Dynamic Spectrotemporal Receptive Field (dSTRF) Analysis Toolbox☆21Jun 16, 2022Updated 4 years ago
- studyforrest.org: Annotations of the "Forrest Gump" movie stimulus☆16May 6, 2021Updated 5 years ago
- ☆76Sep 16, 2026Updated 3 weeks ago
- Predictive Coding (Rao & Ballard, 1999) Model☆10May 2, 2020Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- NGC-Learn: Computational Neuroscience and NeuroAI in Python☆211Oct 5, 2026Updated last week
- The up-to-date code for Mesoscale Individualized NeuroDynamic modeling and filtering☆12Jul 22, 2021Updated 5 years ago
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆28Jul 11, 2019Updated 7 years ago
- Code for the simulations in the neural Kalman filtering paper☆25Jul 13, 2021Updated 5 years ago
- neuronal message passing☆20Oct 30, 2018Updated 7 years ago
- This repository contains all of the code needed to reproduce our simulations and figures, as part of our manuscript on active inference a…☆15Aug 1, 2022Updated 4 years ago
- My PhD thesis. I defended on the 30th of October, 2020! See https://github.com/eleurent/phd-defense/☆16Sep 21, 2021Updated 5 years ago
- A Julia Package for Active Inference☆42Jun 22, 2026Updated 3 months ago
- PSYCH 291: Causal Cognition (https://tobiasgerstenberg.github.io/causal_cognition/)☆13May 23, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Sample RobotC Programs for VEX☆17May 20, 2019Updated 7 years ago
- Reinforcement Learning through Active Inference☆86Apr 27, 2020Updated 6 years ago
- Tutorial codes for modeling brains with neural nets☆245Aug 12, 2021Updated 5 years ago
- This repository contains code for the method and experiments of the paper "Learning with AMIGo: Adversarially Motivated Intrinsic Goals".☆65Sep 6, 2023Updated 3 years ago
- Code for simulating collective motion from groups of continuous-time and -space active inference agents.☆59Feb 12, 2026Updated 8 months ago
- Installing PsychoPy on Linux can be challenging, so I've created an installer to make the process easier and more streamlined.☆21Oct 2, 2026Updated last week
- stream-of-consciousness experience of an AI's thinking process, complete with creative tangents and unexpected connections.☆14Jan 29, 2025Updated last year