YigitDemirag / forward-gradients
JAX implementation of "Gradients without Backpropagation" paper
☆24Updated last year
Alternatives and similar repositories for forward-gradients:
Users that are interested in forward-gradients are comparing it to the libraries listed below
- Spiking neuron integration for PyTorch☆40Updated 2 weeks ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆34Updated 5 years ago
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆49Updated 4 years ago
- ☆28Updated 2 years ago
- Spiking neural networks in JAX with equinox.☆21Updated 7 months ago
- ☆17Updated 3 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆41Updated 3 years ago
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆83Updated last year
- Deep learning for spiking neural networks☆69Updated 11 months ago
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆46Updated 3 years ago
- Spyx: Spiking Neural Networks in JAX☆112Updated 5 months ago
- Neurons learn by predicting future activity☆27Updated 3 years ago
- Forward Pass Learning and Inference Library, for neural networks and general intelligence, Signal Propagation (sigprop)☆52Updated 2 years ago
- ☆70Updated last year
- PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym☆37Updated 7 months ago
- Minimizing Control for Credit Assignment with Strong Feedback☆14Updated 5 months ago
- Flexible Inference for Predictive Coding Networks in JAX.☆32Updated 3 weeks ago
- Software for using predictive coding algorithms to train PyTorch models.☆21Updated last year
- [NeurIPS'19] Deep Equilibrium Models Jax Implementation☆39Updated 4 years ago
- Python implementation of the methods in Meulemans et al. 2020 - A Theoretical Framework For Target Propagation☆32Updated 5 months ago
- ☆14Updated 3 years ago
- Official code for Coupled Oscillatory RNN (ICLR 2021, Oral)☆43Updated 3 years ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆37Updated 2 months ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆25Updated 2 months ago
- ☆89Updated last year
- ☆28Updated last year
- Implementation of feedback alignment learning in PyTorch☆30Updated last year
- ☆145Updated 4 months ago
- An implementation of Resonator Networks☆19Updated 4 years ago
- A Python package of computer vision models for the Equinox ecosystem.☆103Updated 8 months ago