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
- Implementation of an active inference capsule☆16Updated 3 years ago
- On efficient computation in active inference☆16Updated 5 months ago
- ☆34Updated 2 years ago
- Official code for On Path Integration of Grid Cells: Group Representation and Isotropic Scaling (NeurIPS 2021)☆47Updated 3 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆14Updated last year
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆24Updated 4 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆14Updated 4 years ago
- ☆14Updated 3 years ago
- ☆36Updated 2 years ago
- Official Implementation for the paper "R-AIF: Solving Sparse-Reward Robotic Tasks from Pixels with Active Inference and World Models"☆31Updated 3 weeks ago
- Neural Optimal Feedback Control☆11Updated 2 years ago
- General framework for Bayesian inversion of continuous hierarchical models☆10Updated 3 years ago
- ☆30Updated last month
- repo for code for paper on general theory associative memory models☆17Updated 2 years ago
- NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python☆122Updated 2 weeks ago
- A Julia Package for Active Inference☆11Updated this week
- Reverse engineering neural networks☆22Updated last year
- ☆16Updated this week
- Free Energy Principle and Active Inference tutorials for newbies☆41Updated 3 years ago
- Reinforcement Learning through Active Inference☆67Updated 4 years ago
- Generative cellular automaton-like learning environments for RL.☆19Updated last month
- Software for using predictive coding algorithms to train PyTorch models.☆19Updated 8 months ago
- Bayesian model reduction for probabilistic machine learning☆10Updated 9 months ago
- Repository for "Learning action-oriented models through active inference"☆12Updated 4 years ago
- Tutorial material on active Bayesian inference from the Computational Psychiatry Conference in Zurich 2018☆31Updated 4 years ago
- Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent model…☆15Updated 8 months ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆34Updated last week
- ☆25Updated last month
- Hopefully, a compact and general-purpose Python package for Multiperturbation Shapley value Analysis (MSA).☆17Updated 4 months ago
- PyTorch-based library for various kinds of representational-similarity analysis☆22Updated 5 months ago