snntorch / Spiking-Neural-Networks-TutorialsLinks
Interactive Tutorials on Training Spiking Neural Network With Backprop
☆44Updated 4 years ago
Alternatives and similar repositories for Spiking-Neural-Networks-Tutorials
Users that are interested in Spiking-Neural-Networks-Tutorials are comparing it to the libraries listed below
Sorting:
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆45Updated last year
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆133Updated 5 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆100Updated 3 months ago
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆47Updated 3 years ago
- A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.☆68Updated 3 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆37Updated 4 years ago
- Long short-term memory Spiking Neural Networks☆107Updated 5 years ago
- ☆34Updated 5 years ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆65Updated last year
- A machine learning library for spiking neural networks. Supports training with both torch and jax pipelines, and deployment to neuromorph…☆74Updated 2 weeks ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆63Updated 4 years ago
- Neuromorphic paper list, automatically updating everyday at 8:00 am GMT.☆48Updated this week
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆108Updated last week
- Intelligent-Computing-Lab-Panda / Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-NetworksPyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆31Updated 2 years ago
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆69Updated 3 years ago
- Basic SNN propogating spikes between LIF neurons☆86Updated 7 years ago
- This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it…☆32Updated 5 years ago
- Event datasets and transforms.☆261Updated last month
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆27Updated 5 months ago
- ☆46Updated 3 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆33Updated last year
- Conversion from CNNs to SNNs using Tensorflow-Keras☆38Updated last year
- ☆40Updated last year
- Awesome Spiking Neural Networks☆140Updated 7 months ago
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Updated 4 years ago
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆58Updated 2 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆84Updated 2 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆55Updated 3 years ago
- ☆38Updated 3 years ago