Research of a deep predictive coding model for unsupervised representation learning from video and audio data.
☆33Oct 18, 2019Updated 6 years ago
Alternatives and similar repositories for predictive-coding
Users that are interested in predictive-coding are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- A repository collating interesting and/or influential predictive coding papers☆110Aug 1, 2021Updated 5 years ago
- Python scripts for simulating the Balanced Sequence Generator (BSG) introduced in the paper "Movement is governed by rotational neural dy…☆11Oct 21, 2022Updated 3 years ago
- Dynamic Causal Modelling for MNE and the nipy ecosystem☆22Oct 10, 2017Updated 8 years ago
- Implementation of an active inference capsule☆16Jun 2, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Example usage of BIDSIO for input + output for use with the ISLES 2022 Challenge☆13Sep 26, 2022Updated 3 years ago
- PyTorch code for our CoLLAs-2022 paper "Online Continual Learning for Embedded Devices"☆13Aug 4, 2022Updated 4 years ago
- An open source implementation of CLIP.☆11Mar 26, 2023Updated 3 years ago
- The implementation of "The Kanerva Machine" with Pytorch and Pyro☆12Jun 14, 2018Updated 8 years ago
- stream-of-consciousness experience of an AI's thinking process, complete with creative tangents and unexpected connections.☆14Jan 29, 2025Updated last year
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆178Nov 23, 2020Updated 5 years ago
- General framework for Bayesian inversion of continuous hierarchical models☆10Sep 20, 2021Updated 4 years ago
- Convert Intan (rhd or rhs) files to NWB file format☆10Oct 2, 2023Updated 2 years ago
- Code for "Deep predictive coding network for object recognition"☆27Apr 2, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Tools for examining the causal structure of artificial neural networks with information theory☆24Oct 28, 2020Updated 5 years ago
- ☆11Feb 27, 2023Updated 3 years ago
- Implementing Visual Saliency Models☆13Jan 10, 2018Updated 8 years ago
- Expert-level AI radiology report evaluator☆39Apr 1, 2025Updated last year
- Reverse engineering neural networks☆33Oct 8, 2025Updated 10 months ago
- ☆13Oct 29, 2022Updated 3 years ago
- ☆15Oct 7, 2022Updated 3 years ago
- A toolbox for inference of mixture models☆16May 29, 2023Updated 3 years ago
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆26Feb 19, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆19Nov 25, 2022Updated 3 years ago
- Python implementation of fast-oopsi, smc-oopsi, wiener, and discretize with binning☆15May 17, 2022Updated 4 years ago
- Interacting with Latent Space of AutoEncoder☆21Nov 22, 2022Updated 3 years ago
- Software for using predictive coding algorithms to train PyTorch models.☆30Feb 13, 2024Updated 2 years ago
- 🔍 Codebase for the ICML '20 paper "Ready Policy One: World Building Through Active Learning" (arxiv: 2002.02693)☆18Jul 6, 2023Updated 3 years ago
- estimate cross-frequency coupling (aka nested oscillation or phase-amplitude coupling) for neural signals☆18Sep 17, 2016Updated 9 years ago
- [IJCAI 2023] CLE-ViT: Contrastive Learning Encoded Transformer for Ultra-Fine-Grained Visual Categorization.☆11Nov 3, 2023Updated 2 years ago
- ☆10Aug 27, 2023Updated 3 years ago
- Deep active inference agents using Monte-Carlo methods☆101Jun 14, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A minimal implementation of Go-Explore without domain knowledge☆15Apr 26, 2021Updated 5 years ago
- A toy model of Friston's active inference in Tensorflow☆42Jul 28, 2017Updated 9 years ago
- Active inference implementation of dynamic multi-armed bandits☆20Jun 25, 2025Updated last year
- Code for simulations in "Computational mechanisms of curiosity and goal-directed exploration"☆11May 22, 2020Updated 6 years ago
- Denoising and Demixing Pipeline for in vivo Voltage Imaging Data (SGPMD-NMF)☆15Apr 24, 2023Updated 3 years ago
- Daily Neural Network Practice Season 3! ( Finishing up Masters)☆10Sep 9, 2019Updated 6 years ago
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆36May 22, 2020Updated 6 years ago