neuromorphs / NIR
Neuromorphic Intermediate Representation reference implementation
☆97Updated 2 weeks ago
Alternatives and similar repositories for NIR:
Users that are interested in NIR are comparing it to the libraries listed below
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆75Updated last week
- List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.☆210Updated 3 months ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆51Updated 3 years ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆62Updated last month
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆89Updated this week
- Event datasets and transforms.☆233Updated last month
- Deep Learning library for Lava☆154Updated last month
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆29Updated 9 months ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆50Updated 2 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆83Updated last year
- ☆89Updated last year
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆34Updated 6 months ago
- ☆45Updated 2 years ago
- Long short-term memory Spiking Neural Networks☆102Updated 5 years ago
- Dynamic Neural Fields with Lava☆45Updated 2 months ago
- A library for deep learning with Spiking Neural Networks (SNN).☆28Updated this week
- Efficient streaming of sparse event data supporting files, network I/O, GPU peripherals (via Torch/Jax/Numpy) and neuromorphic protocols☆77Updated 6 months ago
- Spyx: Spiking Neural Networks in JAX☆112Updated 5 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆42Updated 7 months ago
- A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.☆62Updated 2 years ago
- Neuromorphic mathematical optimization with Lava☆55Updated last month
- A Loihi emulator based on Brian2☆26Updated 3 years ago
- Quantization-aware training with spiking neural networks☆38Updated 3 years ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆23Updated 2 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆309Updated 7 months ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆56Updated 10 months ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆79Updated 2 years ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆158Updated last year
- Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.☆44Updated last year