amassivek / signalpropagation
Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)
☆52Updated 2 years ago
Alternatives and similar repositories for signalpropagation
Users that are interested in signalpropagation are comparing it to the libraries listed below
Sorting:
- Implementation/simulation of the predictive forward-forward credit assignment algorithm for training neurobiologically-plausible recurren…☆57Updated 2 years ago
- Reimplementation of Geoffrey Hinton's Forward-Forward Algorithm☆148Updated last year
- Spyx: Spiking Neural Networks in JAX☆116Updated 6 months ago
- Easy Hypernetworks in Pytorch and Jax☆100Updated 2 years ago
- Unofficial implementation of Linear Recurrent Units, by Deepmind, in Pytorch☆69Updated 3 weeks ago
- ☆29Updated 2 years ago
- A repository for log-time feedforward networks☆222Updated last year
- ☆77Updated last year
- NGC-Learn: Neurobiological Systems Design and Simulation in Python☆148Updated last week
- BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms☆50Updated last year
- Code for the paper "Predictive Coding Approximates Backprop along Arbitrary Computation Graphs"☆153Updated 4 years ago
- Neurons learn by predicting future activity☆28Updated 3 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆87Updated last year
- Implementation of "Gradients without backpropagation" paper (https://arxiv.org/abs/2202.08587) using functorch☆109Updated last year
- Example of Dense Associative Memory training on MNIST☆36Updated 2 years ago
- ☆39Updated 3 years ago
- Accelerated First Order Parallel Associative Scan☆182Updated 8 months ago
- ☆291Updated 4 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆314Updated 9 months ago
- Predictive Coding JAX-based library☆56Updated 3 weeks ago
- Unofficial JAX implementations of deep learning research papers☆156Updated 2 years ago
- Implementation of GateLoop Transformer in Pytorch and Jax☆87Updated 10 months ago
- Event-based neural networks☆27Updated 10 months ago
- FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores☆316Updated 4 months ago
- Neural Networks and the Chomsky Hierarchy☆206Updated last year
- This repository contains the code for the paper "Inferring Neural Activity Before Plasticity: A Foundation for Learning Beyond Backpropag…☆116Updated last year
- Implementation of https://srush.github.io/annotated-s4☆494Updated 2 years ago
- Explorations with Geoffrey Hinton's Forward Forward algoithm☆33Updated last year
- Hierarchical Associative Memory User Experience☆101Updated last year
- Implementation of Flash Attention in Jax☆209Updated last year