ago109 / active-neural-generative-codingLinks
Implementation/simulation of active neural generative coding (ANGC) for training neurobiologically-plausible active inference agent models.
☆20Updated 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
Sorting:
- Flexible Inference for Predictive Coding Networks in JAX.☆51Updated 2 weeks ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆139Updated 3 years ago
- ☆41Updated 2 years ago
- Predictive Coding JAX-based library☆75Updated 2 months ago
- Deep active inference agents using Monte-Carlo methods☆89Updated last month
- Giving Up Control: Neurons as Reinforcement Learning Agents☆13Updated last year
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆17Updated 2 years ago
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆24Updated 5 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- Predictive coding in Python☆66Updated last year
- NGC-Learn: Neurobiological Systems Design and Simulation in Python☆155Updated last month
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆43Updated 5 months ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 4 years ago
- Reinforcement Learning through Active Inference☆75Updated 5 years ago
- Bayesian model reduction for probabilistic machine learning☆11Updated 2 weeks ago
- A repository for major/influential FEP and active inference papers.☆198Updated 4 years ago
- ☆13Updated 2 years ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆157Updated 3 years ago
- ☆14Updated 3 years ago
- Animal-AI supports interdisciplinary research to help better understand human, animal, and artificial cognition.☆73Updated last month
- A repository collating interesting and/or influential predictive coding papers☆85Updated 3 years ago
- ☆11Updated last year
- Code for simulating collective motion from groups of continuous-time and -space active inference agents.☆45Updated last year
- Pytorch implementation of Hebbian learning algorithms to train deep convolutional neural networks.☆28Updated last year
- Software for using predictive coding algorithms to train PyTorch models.☆25Updated last year
- ☆26Updated 4 years ago
- ☆12Updated last month
- repo for code for paper on general theory associative memory models☆19Updated 3 years ago
- Repository for "Learning action-oriented models through active inference"☆12Updated 5 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 6 months ago