NeuroBench / neurobenchLinks
Benchmark harness and baseline results for the NeuroBench algorithm track.
☆92Updated last month
Alternatives and similar repositories for neurobench
Users that are interested in neurobench are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆53Updated 3 years ago
- Neuromorphic Intermediate Representation reference implementation☆128Updated last month
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆56Updated 2 years ago
- Quantization-aware training with spiking neural networks☆47Updated 3 years ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆44Updated last year
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆63Updated last year
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆35Updated 3 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆82Updated 2 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆62Updated last year
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆73Updated 2 months ago
- ☆94Updated last year
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆41Updated 3 years ago
- ☆45Updated 3 years ago
- A list of neuromorphic software projects☆249Updated 2 months ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆84Updated last year
- ☆44Updated last year
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- Tutorial for surrogate gradient learning in spiking neural networks☆47Updated last year
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆32Updated last year
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆105Updated last week
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆179Updated last year
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆28Updated 2 years ago
- Awesome Spiking Neural Networks☆135Updated 5 months ago
- Neuromorphic paper list, automatically updating everyday at 8:00 am GMT.☆47Updated this week
- ☆38Updated last year
- BNTT - Frontiers in Neuroscience (2021)☆48Updated 3 years ago
- ☆18Updated 2 years ago
- ☆38Updated last year
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆68Updated 3 years ago