YigitDemirag / meta-analog
JAX implementation of MAML on the analog spiking neural network accelerator for the edge adaptation
☆10Updated last year
Related projects ⓘ
Alternatives and complementary repositories for meta-analog
- Deep and online learning with spiking neural networks in Python for Graphcore IPU☆10Updated last year
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 3 years ago
- Training Recurrent Neural Networks via Forward Propagation Through Time☆36Updated 3 years ago
- Neuromorphic Intermediate Representation reference implementation☆81Updated this week
- ☆14Updated last year
- Repository for the 2024 Telluride Topic Area Neuromorphic Systems for Space☆11Updated 5 months ago
- Code to accompany our paper "The combination of Hebbian and predictive plasticity learns invariant object representations in deep sensory…☆22Updated 10 months ago
- ☆21Updated last year
- A GPGPU based Spiking Neural Network (SNN) designed to be as transparent and easy to modify as possible. Written in C++/CUDA.☆43Updated 4 years ago
- PyNN interface to GeNN☆9Updated 3 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆49Updated 2 years ago
- Official implementation of our paper "Scalable Event-by-event Processing of Neuromorphic Sensory Signals With Deep State-Space Models"☆10Updated 5 months ago
- Spiking neural networks in JAX with equinox.☆14Updated 2 months ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆55Updated 6 years ago
- ☆28Updated 2 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆81Updated last year
- Simulation of spiking neural networks (SNNs) using PyTorch.☆44Updated 8 months ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆45Updated last year
- Brian 2 frontend to the GeNN simulator☆47Updated 2 months ago
- Nengo extension to connect to FPGAs☆13Updated 7 months ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆31Updated 4 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆26Updated 5 months ago
- Spyx: Spiking Neural Networks in JAX☆102Updated last month
- Work related to the Inverted Pendulum Hardware☆11Updated this week
- Deep learning for spiking neural networks☆66Updated 6 months ago
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆77Updated 2 years ago
- Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration☆217Updated 3 months ago
- A Loihi emulator based on Brian2☆24Updated 2 years ago
- Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.☆35Updated 8 months ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆53Updated last week