NACLab / ngc-museum
NGC Museum: Biomimetic Credit Assignment and Brain-Inspired Computing with NGC-Learn
☆12Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for ngc-museum
- On efficient computation in active inference☆16Updated 5 months ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆14Updated last year
- Official Implementation for the paper "R-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models"☆32Updated last month
- Implementation of an active inference capsule☆16Updated 3 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆24Updated 4 years ago
- Free Energy Principle and Active Inference tutorials for newbies☆41Updated 4 years ago
- Reverse engineering neural networks☆22Updated last year
- Neural Optimal Feedback Control☆11Updated 2 years ago
- ☆13Updated 3 years ago
- Official code for On Path Integration of Grid Cells: Group Representation and Isotropic Scaling (NeurIPS 2021)☆47Updated 3 years ago
- ☆36Updated 2 years ago
- Bayesian model reduction for probabilistic machine learning☆10Updated 9 months ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆14Updated 4 years ago
- NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python☆124Updated this week
- General framework for Bayesian inversion of continuous hierarchical models☆10Updated 3 years ago
- Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.☆39Updated last month
- ☆35Updated 2 years ago
- A Julia Package for Active Inference☆13Updated this week
- repo for code for paper on general theory associative memory models☆17Updated 2 years ago
- Code for NeurIPS 2022 No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit☆13Updated 2 years ago
- ☆16Updated 2 weeks ago
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆15Updated 9 months ago
- Code for simulating collective motion from groups of continuous-time and -space active inference agents.☆39Updated 6 months ago
- Repository for "Learning action-oriented models through active inference"☆12Updated 4 years ago
- Predictive coding in Python☆64Updated 7 months ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆35Updated 4 years ago
- ☆30Updated 2 months ago
- Hopefully, a compact and general-purpose Python package for Multiperturbation Shapley value Analysis (MSA).☆17Updated 5 months ago
- Mental state inference from observable behavior☆15Updated 2 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆28Updated 5 years ago