dmitropolsky / assembliesLinks
Code for NEMO, and Assembly Calculus
☆108Updated last year
Alternatives and similar repositories for assemblies
Users that are interested in assemblies are comparing it to the libraries listed below
Sorting:
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆163Updated 5 years ago
- ☆35Updated 4 years ago
- Neural Networks and the Chomsky Hierarchy☆211Updated last year
- Predictive Coding JAX-based library☆85Updated 7 months ago
- Example of Dense Associative Memory training on MNIST☆42Updated 3 years ago
- Code behind the work "Single Cortical Neurons as Deep Artificial Neural Networks", published in Neuron 2021☆160Updated 4 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆95Updated last year
- NGC-Learn: Neurobiological Systems Simulation and NeuroAI Design in Python☆167Updated this week
- A repository collating interesting and/or influential predictive coding papers☆90Updated 4 years ago
- ☆200Updated 3 years ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆38Updated 5 years ago
- Python implementation of churiso☆20Updated 5 years ago
- Pytorch optimiser for training ANNs with exponentiated gradient desent☆19Updated 8 months ago
- Example of "biological" learning for MNIST☆301Updated 3 years ago
- Topographic Deep Artificial Neural Networks☆54Updated last month
- ☆14Updated 3 years ago
- ☆41Updated 3 years ago
- Hierarchical Associative Memory User Experience☆105Updated 3 weeks ago
- This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…☆139Updated last year
- repository for grid cell network code☆69Updated 2 years ago
- Predictive coding in Python☆70Updated last year
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆63Updated 2 years ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆14Updated last year
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- An interpreter for RASP as described in the ICML 2021 paper "Thinking Like Transformers"☆323Updated last year
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆40Updated 2 years ago
- Code to train on MNIST, CIFAR-10 and ImageNet using burstprop.☆38Updated 4 years ago
- Language-annotated Abstraction and Reasoning Corpus☆98Updated 2 years ago
- Reimplementation of Geoffrey Hinton's Forward-Forward Algorithm☆157Updated 2 years ago
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆48Updated 5 years ago