STBP is a way to train SNN with datasets by Backward propagation.Using this Repositories allows you to train SNNS with STBP and quantize SNNS with QAT to deploy to neuromorphological chips like Loihi and Tianjic.
☆29Feb 3, 2022Updated 4 years ago
Alternatives and similar repositories for STBP-train-and-compression
Users that are interested in STBP-train-and-compression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A simple direct training implement for SNNs using Spatio-Temporal Backpropagation☆87Apr 15, 2023Updated 3 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆54Aug 20, 2021Updated 5 years ago
- This repository contains the models and training scripts used in the papers: "Quantizing Spiking Neural Networks with Integers" (ICONS 20…☆13Oct 20, 2020Updated 5 years ago
- This is the RTL implementation of Shenjing, a low power neuromorphic computing accelerator☆18Apr 12, 2020Updated 6 years ago
- Deep Residual Learning in Spiking Neural Networks☆199Aug 9, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface☆12Apr 12, 2022Updated 4 years ago
- Spatio-temporal BP for SNNs☆243May 17, 2022Updated 4 years ago
- Threshold annealing in binarized spiking neural networks☆15May 23, 2022Updated 4 years ago
- ☆256May 8, 2021Updated 5 years ago
- code for generating data set ES-ImageNet with corresponding training code☆31Jun 4, 2024Updated 2 years ago
- DQN flappy bird with tensorflow2☆15Dec 27, 2020Updated 5 years ago
- Official implementation of paper "Razor SNN: Efficient Spiking Neural Network with Temporal Embeddings", ICANN 2023.☆62Jan 4, 2021Updated 5 years ago
- The code for tuning Spiking Neural Network based on Biologically-plausible Reward Propagation☆11Nov 23, 2020Updated 5 years ago
- Pytorch Implementation of Spiking Neural Networks Calibration, ICML 2021☆92May 9, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆39Oct 27, 2021Updated 4 years ago
- An object detection model for NMNIST larger video frame☆13Feb 24, 2022Updated 4 years ago
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 3 years ago
- This is the implementation of MLF & spiking DS-ResNet☆16Dec 20, 2023Updated 2 years ago
- Code for temporal efficient training☆74Jul 16, 2025Updated last year
- Implementation of Long Short Term Spiking NN☆40Aug 28, 2022Updated 4 years ago
- QAT(quantize aware training) for classification with MQBench☆28Nov 18, 2021Updated 4 years ago
- Pytorch Implementation of Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion, IJCAI 2022☆22Dec 14, 2022Updated 3 years ago
- A PyTorch implementation of Spiking-YOLOv3. Two branches are provided, based on two common PyTorch implementation of YOLOv3(ultralytics/y…☆224Mar 23, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for our IEEE TRO + RAL/ICRA2022 + ICRA 2023 papers on spiking neural networks for visual place recognition☆66Apr 5, 2026Updated 5 months ago
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆49Apr 16, 2026Updated 4 months ago
- Collect important papers about snn☆32Jul 15, 2021Updated 5 years ago
- ☆20Dec 14, 2023Updated 2 years ago
- ☆14Nov 20, 2019Updated 6 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆89Feb 17, 2023Updated 3 years ago
- An efficient spiking variational autoencoder☆13Nov 13, 2023Updated 2 years ago
- This is the implementation of Online Task-Free Continual Generative and Discriminative Learning via Dynamic Cluster Memory☆15Jul 28, 2024Updated 2 years ago
- ☆48Jul 2, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- snn implementation for spike-deeplab and spike-fcn☆12Dec 31, 2022Updated 3 years ago
- BNTT - Frontiers in Neuroscience (2021)☆49Nov 11, 2021Updated 4 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆406Sep 7, 2021Updated 5 years ago
- Github page for SSDFA☆12Jan 28, 2020Updated 6 years ago
- ☆63Aug 31, 2023Updated 3 years ago
- This repo is for paper Deep Bayesian Unsupervised Lifelong Learning☆10May 19, 2021Updated 5 years ago
- NoC based MPSoC☆11Jul 17, 2014Updated 12 years ago