snntorch / Spiking-Neural-Networks-TutorialsLinks
Interactive Tutorials on Training Spiking Neural Network With Backprop
☆54Updated 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:
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆104Updated last month
- Code for "Convolutional spiking neural networks (SNN) for spatio-temporal feature extraction" paper☆138Updated 5 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆46Updated last year
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆48Updated 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
- A curated list of materials for Spiking Neural Networks, 3rd generation of artificial neural networks.☆68Updated 3 years ago
- Conversion from CNNs to SNNs using Tensorflow-Keras☆39Updated last year
- Neural Architecture Search for Spiking Neural Networks, ECCV2022☆73Updated 3 years ago
- Neuromorphic paper list, automatically updating everyday at 8:00 am GMT.☆50Updated this week
- ☆34Updated 5 years ago
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromo…☆108Updated this week
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆64Updated 5 years ago
- Awesome Spiking Neural Networks☆145Updated 10 months ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆67Updated 2 years ago
- Intelligent-Computing-Lab-Panda / Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-NetworksPyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)☆31Updated 3 years ago
- ☆47Updated 3 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆84Updated 2 years ago
- Long short-term memory Spiking Neural Networks☆109Updated 5 years ago
- Notebooks illustrating the use of Norse, a library for deep-learning with spiking neural networks.☆33Updated last year
- A list of neuromorphic software projects☆283Updated 6 months ago
- Quantization-aware training with spiking neural networks☆51Updated 3 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
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆73Updated last year
- 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)☆59Updated 3 years ago
- Official implementation of Fully Spiking Variational Autoencoder [AAAI2022]☆74Updated 2 years ago
- ☆29Updated 5 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆28Updated 6 years ago
- Basic SNN propogating spikes between LIF neurons☆87Updated 7 years ago