synsense / sinabs-exodusLinks
Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT
☆30Updated 9 months ago
Alternatives and similar repositories for sinabs-exodus
Users that are interested in sinabs-exodus are comparing it to the libraries listed below
Sorting:
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆83Updated 2 years ago
- ☆46Updated 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 last month
- FeedForward Propagation Through Time on Spiking Neural Network (SNNs)☆59Updated 3 years ago
- Spatio-temporal BP for SNNs☆235Updated 3 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Updated 3 years ago
- Deep Learning library for Lava☆170Updated this week
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Updated 4 years ago
- ☆42Updated 6 years ago
- PyTorch implementation of SLAYER for training Spiking Neural Networks☆325Updated 7 months ago
- ☆31Updated last year
- Event datasets and transforms.☆265Updated 2 months ago
- ☆38Updated 3 years ago
- PyTorch implementation of the eligibility propagation (e-prop) learning algorithm.☆57Updated 3 years ago
- Long short-term memory Spiking Neural Networks☆109Updated 5 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆52Updated 4 years ago
- ☆103Updated last year
- ☆258Updated 4 years ago
- Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks☆116Updated 3 years ago
- Repository for content for the AMLD2020 workshop "Spiking neural networks for real-time inference tasks"☆17Updated 5 years ago
- Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.☆390Updated 3 years ago
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆88Updated 2 years ago
- Paper list for SNN based computer vision tasks.☆130Updated last year
- Repository for the master thesis titled "Local Unsupervised Learning of Multimodal Event-Based Data with Spiking Neural Networks", by Jul…☆28Updated 7 months ago
- In this repo, Spiking recurrent neural network is applied on various task for ICONs2020☆29Updated 5 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆83Updated 2 years ago
- A toolbox for neuromorphic sensing in robotics.☆18Updated 4 years ago
- Official implementation of "Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings" [ICLR2024]☆66Updated last year
- Threshold annealing in binarized spiking neural networks☆16Updated 3 years ago
- Code for the model presented in the paper "A Biologically Plausible Supervised Learning Method for Spiking Neural Networks Using the Symm…☆50Updated 5 years ago