open-neuromorphic / open-neuromorphic
List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.
☆170Updated 8 months ago
Related projects: ⓘ
- Publicly available event datasets and transforms.☆202Updated 3 weeks ago
- Deep Learning library for Lava☆149Updated 2 weeks ago
- Neuromorphic Intermediate Representation reference implementation☆69Updated last week
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆81Updated 11 months ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆47Updated 2 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆280Updated last month
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆53Updated 3 weeks ago
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆21Updated 2 years ago
- Dynamic Neural Fields with Lava☆43Updated 2 weeks ago
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆77Updated this week
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆133Updated 10 months ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆25Updated 3 months ago
- A toolbox for neuromorphic sensing in robotics.☆16Updated 3 years ago
- A Python package for decoding RAW and DAT files (Prophesee) to structured NumPy arrays of events.☆34Updated 2 months ago
- Long short-term memory Spiking Neural Networks☆97Updated 4 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆360Updated last year
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆306Updated 3 weeks ago
- Neuromorphic mathematical optimization with Lava☆51Updated 2 weeks ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆41Updated last year
- Efficient streaming of sparse event data supporting files, network I/O, GPU peripherals (via Torch/Jax/Numpy) and neuromorphic protocols☆65Updated last week
- A Loihi emulator based on Brian2☆24Updated 2 years ago
- ☆83Updated 6 months ago
- ☆20Updated 2 months ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆11Updated last year
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆75Updated last year
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆31Updated 2 years ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆48Updated last month
- A library for deep learning with Spiking Neural Networks (SNN).☆23Updated this week
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆23Updated 3 weeks ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆94Updated 3 years ago