NeuroBench / neurobenchLinks
Benchmark harness and baseline results for the NeuroBench algorithm track.
☆78Updated this week
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.☆51Updated 3 years ago
- Neuromorphic Intermediate Representation reference implementation☆111Updated last week
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆55Updated 2 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆81Updated 2 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆41Updated 9 months ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆34Updated 3 years ago
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆67Updated last week
- Neuromorphic paper list, automatically updating everyday at 8:00 am GMT.☆42Updated this week
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- ☆45Updated 2 years ago
- ☆91Updated last year
- Tutorial for surrogate gradient learning in spiking neural networks☆46Updated 10 months ago
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆95Updated this week
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆61Updated last year
- Awesome Spiking Neural Networks☆130Updated 2 months ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆100Updated 4 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆59Updated last year
- Long short-term memory Spiking Neural Networks☆103Updated 5 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆31Updated 11 months ago
- ☆54Updated 2 years ago
- ☆44Updated last year
- ☆37Updated last year
- Quantization-aware training with spiking neural networks☆42Updated 3 years ago
- List of open source neuromorphic projects: SNN training frameworks, DVS handling routines and so on.☆227Updated 6 months ago
- Deep Learning library for Lava☆160Updated 2 weeks 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
- An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface☆11Updated 3 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
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago
- Collection of Spiking Neural Network applications for SNN Toolbox.☆31Updated 5 years ago