YigitDemirag / meta-analogLinks
JAX implementation of MAML on the analog spiking neural network accelerator for the edge adaptation
☆10Updated 2 years ago
Alternatives and similar repositories for meta-analog
Users that are interested in meta-analog are comparing it to the libraries listed below
Sorting:
- Deep and online learning with spiking neural networks in Python for Graphcore IPU☆9Updated 2 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆20Updated 3 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆41Updated 3 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- ☆29Updated 2 years ago
- ☆23Updated last year
- Spiking neural networks in JAX with equinox.☆22Updated 9 months ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆26Updated 4 months ago
- ☆17Updated 2 years ago
- A differentiable spiking neural network simulator☆22Updated 3 months ago
- Spyx: Spiking Neural Networks in JAX☆122Updated 7 months ago
- Deep learning for spiking neural networks☆69Updated last year
- ☆91Updated last year
- A brian2 extension to simulate spiking neural networks on GPUs☆63Updated 4 months ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆35Updated 5 years ago
- jaxsnn is an event-based approach to machine-learning-inspired training and simulation of SNNs, including support for the BrainScaleS-2 n…☆18Updated this week
- Long short-term memory Spiking Neural Networks☆103Updated 5 years ago
- A GPGPU based Spiking Neural Network (SNN) designed to be as transparent and easy to modify as possible. Written in C++/CUDA.☆45Updated 5 years ago
- Neuromorphic Intermediate Representation reference implementation☆111Updated last week
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆67Updated last week
- ☆17Updated 3 years ago
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated last year
- PyNN interface to GeNN☆9Updated 3 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆31Updated 11 months ago
- Brian 2 frontend to the GeNN simulator☆47Updated 9 months ago
- Metrics for spiking neural networks based on torchmetrics☆12Updated 2 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆318Updated 10 months ago
- A minimal and interpretable Brian2 based DYNAP neuromorphic processor simulator for educational purposes.☆11Updated 2 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆55Updated 2 years ago
- A library for deep learning with Spiking Neural Networks (SNN).☆33Updated this week