ChFrenkel / eprop-PyTorchLinks
PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.
☆54Updated 3 years ago
Alternatives and similar repositories for eprop-PyTorch
Users that are interested in eprop-PyTorch are comparing it to the libraries listed below
Sorting:
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆57Updated 2 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 2 years ago
- ☆96Updated last year
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 4 years ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆97Updated 2 months ago
- Deep Learning library for Lava☆165Updated 3 months ago
- Tutorial for surrogate gradient learning in spiking neural networks☆47Updated last year
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆102Updated 4 years ago
- Neuromorphic Intermediate Representation reference implementation☆133Updated this week
- 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
- ☆46Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆106Updated 5 years ago
- A list of neuromorphic software projects☆261Updated 3 months ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆31Updated 2 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆63Updated last year
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆44Updated last year
- ☆31Updated 9 months ago
- Quantization-aware training with spiking neural networks☆48Updated 3 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆36Updated 3 years ago
- [NeurIPS 2022] Online Training Through Time for Spiking Neural Networks☆64Updated last year
- Spatio-temporal BP for SNNs☆232Updated 3 years ago
- Neuromorphic paper list, automatically updating everyday at 8:00 am GMT.☆47Updated this week
- Neuron-Astrocyte Liquid State Machine☆22Updated 3 years ago
- Spiking Convolutional Neural Networks☆68Updated 6 years ago
- STBP is a way to train SNN with datasets by Backward propagation.Using this Repositories allows you to train SNNS with STBP and quantize …☆30Updated 3 years ago
- Event datasets and transforms.☆260Updated this week
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆112Updated 3 years ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 4 years ago