BerenMillidge / Theory_Associative_MemoryLinks
repo for code for paper on general theory associative memory models
☆20Updated 3 years ago
Alternatives and similar repositories for Theory_Associative_Memory
Users that are interested in Theory_Associative_Memory are comparing it to the libraries listed below
Sorting:
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆139Updated 4 years ago
- ☆41Updated 2 years ago
- Predictive Coding JAX-based library☆76Updated 3 months ago
- Bayesian model reduction for probabilistic machine learning☆11Updated last month
- Deep active inference agents using Monte-Carlo methods☆90Updated last month
- ☆13Updated 2 years ago
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆158Updated 4 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆87Updated last year
- Code for the paper Deep Active Inference as Variational Policy Gradients.☆24Updated 5 years ago
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆87Updated 3 years ago
- Predictive coding in Python☆67Updated last year
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 5 years ago
- ☆14Updated 4 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 5 years ago
- NGC-Learn: Neurobiological Systems Design and Simulation in Python☆155Updated last week
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Updated 9 months ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆39Updated 2 years ago
- Deep Successor Representation☆17Updated 7 years ago
- Example of Dense Associative Memory training on MNIST☆38Updated 2 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated last year
- A repository for major/influential FEP and active inference papers.☆200Updated 4 years ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆35Updated 5 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆17Updated 2 years ago
- Code for "Meta Learning Backpropagation And Improving It" @ NeurIPS 2021 https://arxiv.org/abs/2012.14905☆33Updated 3 years ago
- A repository collating interesting and/or influential predictive coding papers☆88Updated 4 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆30Updated 5 years ago
- Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)☆27Updated 4 years ago
- ☆106Updated 3 years ago
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆42Updated last year
- ☆20Updated 10 months ago