IGITUGraz / L2LLinks
Learning to Learn: Gradient-free Optimization framework
☆36Updated 4 years ago
Alternatives and similar repositories for L2L
Users that are interested in L2L 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
- A PyTorch implementation of EventProp [https://arxiv.org/abs/2009.08378], a method to train Spiking Neural Networks☆52Updated 5 years ago
- Implementation of feedback alignment learning in PyTorch☆31Updated 2 years ago
- Auryn-based simulation of multiplexing and burst-dependent plasticity☆25Updated 4 years ago
- Spiking neuron integration for PyTorch☆41Updated 8 months ago
- Polished code for "Can a single neuron solve MNIST? The computational power of biological dendritic trees”☆48Updated 5 years ago
- Deep learning integration for Nengo☆92Updated 8 months ago
- Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator.☆43Updated 10 months ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆31Updated 6 years ago
- ANNarchy (Artificial Neural Networks architect) is a parallel simulator for rate-coded and spiking neural networks.☆42Updated last week
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆38Updated 5 years ago
- ☆41Updated 3 years ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆14Updated last year
- Deep learning for spiking neural networks☆69Updated last year
- ☆14Updated 4 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆58Updated 7 years ago
- Python package that implements Continuous Time Recurrent Neural Networks (CTRNNs)☆44Updated 4 years ago
- Brian 2 frontend to the GeNN simulator☆48Updated 2 weeks ago
- Predictive coding in Python☆70Updated last year
- A lightweight and flexible framework for Hebbian learning in PyTorch.☆95Updated last year
- Library for running trials with parameter variation☆13Updated 7 years ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆29Updated 10 months ago
- ☆40Updated last year
- Deep Learning without Weight Transport☆36Updated 6 years ago
- A brian2 extension to simulate spiking neural networks on GPUs☆66Updated this week
- Tree-structured recurrent switching linear dynamical systems☆37Updated 5 years ago
- Liquid State Machines in Python and NEST☆75Updated 5 years ago
- Instructive examples using projects in the Nengo ecosystem☆23Updated 2 years ago
- Neurons learn by predicting future activity☆30Updated 4 years ago
- ☆14Updated 3 years ago