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 2 years ago
- The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.☆53Aug 20, 2021Updated 4 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 5 years ago
- Deep Residual Learning in Spiking Neural Networks☆189Aug 9, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Threshold annealing in binarized spiking neural networks☆15May 23, 2022Updated 3 years ago
- Spatio-temporal BP for SNNs☆239May 17, 2022Updated 3 years ago
- code for generating data set ES-ImageNet with corresponding training code☆31Jun 4, 2024Updated last year
- ☆256May 8, 2021Updated 4 years ago
- An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface☆12Apr 12, 2022Updated 3 years ago
- The code for tuning Spiking Neural Network based on Biologically-plausible Reward Propagation☆12Nov 23, 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
- DQN flappy bird with tensorflow2☆16Dec 27, 2020Updated 5 years ago
- An object detection model for NMNIST larger video frame☆12Feb 24, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Pytorch Implementation of Spiking Neural Networks Calibration, ICML 2021☆92May 9, 2024Updated last year
- developing tools for LIAF-SNNs and LIF-SNNs☆10Sep 14, 2022Updated 3 years ago
- ☆38Oct 27, 2021Updated 4 years ago
- Code for temporal efficient training☆72Jul 16, 2025Updated 8 months ago
- Implementation of Long Short Term Spiking NN☆40Aug 28, 2022Updated 3 years ago
- QAT(quantize aware training) for classification with MQBench☆28Nov 18, 2021Updated 4 years ago
- ☆17Feb 18, 2022Updated 4 years ago
- Code for our IEEE RAL + ICRA 2022 paper "Spiking Neural Networks for Visual Place Recognition via Weighted Neuronal Assignments", and our…☆63Feb 3, 2026Updated last month
- Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagatio…☆46Jul 2, 2024Updated last year
- 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.
- Collect important papers about snn☆32Jul 15, 2021Updated 4 years ago
- ☆20Dec 14, 2023Updated 2 years ago
- An Open-Source Processor for Accelerating Spiking Neural Network☆12Sep 30, 2022Updated 3 years ago
- Pytorch Implementation of Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion, IJCAI 2022☆25Dec 14, 2022Updated 3 years ago
- Accurate and efficient Spiking recurrent networks on ECG,SHD,SSC,SOLI,(p)SMNIST,TIMIT☆84Feb 17, 2023Updated 3 years ago
- ☆47Jul 2, 2022Updated 3 years ago
- snn implementation for spike-deeplab and spike-fcn☆12Dec 31, 2022Updated 3 years ago
- An efficient spiking variational autoencoder☆13Nov 13, 2023Updated 2 years ago
- Github page for SSDFA☆11Jan 28, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- An example Hardware Processing Engine☆12Feb 4, 2023Updated 3 years ago
- Enhance CHISEL for Smooth and Comfortable Chip Design☆20Feb 15, 2026Updated last month
- ☆54Dec 8, 2022Updated 3 years ago
- High-speed simulator of convolutional spiking neural networks with at most one spike per neuron.☆397Sep 7, 2021Updated 4 years ago
- BNTT - Frontiers in Neuroscience (2021)☆49Nov 11, 2021Updated 4 years ago
- This repo is for paper Deep Bayesian Unsupervised Lifelong Learning☆10May 19, 2021Updated 4 years ago
- ☆59Aug 31, 2023Updated 2 years ago