ago109 / active-neural-generative-coding
Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent models.
☆17Updated last year
Alternatives and similar repositories for active-neural-generative-coding:
Users that are interested in active-neural-generative-coding are comparing it to the libraries listed below
- Predictive Coding JAX-based library☆45Updated this week
- Flexible Inference for Predictive Coding Networks in JAX.☆31Updated last month
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆24Updated 5 years ago
- ☆35Updated 2 years ago
- A repository collating interesting and/or influential predictive coding papers☆67Updated 3 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆15Updated 4 years ago
- ☆14Updated 3 years ago
- ☆9Updated this week
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆15Updated last year
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆23Updated last month
- ☆13Updated 2 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆23Updated 4 years ago
- Bayesian model reduction for probabilistic machine learning☆10Updated 2 months ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆37Updated 3 weeks ago
- Predictive coding in Python☆65Updated 10 months ago
- ☆28Updated last year
- Neurons learn by predicting future activity☆27Updated 3 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆133Updated 3 years ago
- Software for using predictive coding algorithms to train PyTorch models.☆19Updated last year
- repo for code for paper on general theory associative memory models☆18Updated 2 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- NGC-Learn: Neurobiological Learning and Biomimetic Systems Simulation in Python☆128Updated 2 months ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- Deep active inference agents using Monte-Carlo methods☆87Updated 3 years ago
- [NeurIPS 2021] Contrastive learning formulation of the active inference framework, for matching visual goal states.☆13Updated last year
- ☆20Updated 8 months ago
- PyHGF: A neural network library for predictive coding☆64Updated 3 weeks ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆81Updated 11 months ago
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆55Updated last year
- A C++ implementation of active inference for POMDPs☆20Updated 10 months ago