MXHX7199 / SNN-SSTDPView external linksLinks
SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.
☆37Nov 8, 2021Updated 4 years ago
Alternatives and similar repositories for SNN-SSTDP
Users that are interested in SNN-SSTDP are comparing it to the libraries listed below
Sorting:
- AFP is a hardware-friendly quantization framework for DNNs, which is contributed by Fangxin Liu and Wenbo Zhao.☆13Nov 8, 2021Updated 4 years ago
- LoAS: Fully Temporal-Parallel Dataflow for Dual-Sparse Spiking Neural Networks, MICRO 2024.☆17Mar 19, 2025Updated 10 months ago
- A minimal and interpretable Brian2 based DYNAP neuromorphic processor simulator for educational purposes.☆12Jun 23, 2022Updated 3 years ago
- Neuron-Astrocyte Liquid State Machine☆24Nov 24, 2021Updated 4 years ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Nov 24, 2019Updated 6 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Nov 20, 2020Updated 5 years ago
- Brian2 version of stdp-mnist☆10Jan 13, 2022Updated 4 years ago
- I will share some useful or interesting papers about neuromorphic processor☆28Feb 6, 2025Updated last year
- ☆358Mar 3, 2022Updated 3 years ago
- ☆13Apr 27, 2019Updated 6 years ago
- An event based dataset loader under one common python API.☆10Mar 22, 2022Updated 3 years ago
- Spiking neural networks (SNNs) for speech classification☆12Mar 14, 2022Updated 3 years ago
- A toolbox for neuromorphic sensing in robotics.☆16Mar 18, 2021Updated 4 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆33Dec 28, 2023Updated 2 years ago
- 🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.☆225Oct 1, 2024Updated last year
- Advanced Machine Learning Fall 2020 Project Repository☆12Dec 12, 2020Updated 5 years ago
- Convolutional spiking neural network implementing voltage-dependent synaptic plasticity and single-spike integrate-and-fire neurons☆13Dec 24, 2022Updated 3 years ago
- This is the implementation of MLF & spiking DS-ResNet☆17Dec 20, 2023Updated 2 years ago
- MINT, Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks, ASP-DAC 2024, Nominated for Best Paper Award☆16Apr 12, 2024Updated last year
- Spiking 🧠 and artificial 🤖 RNN solutions to Speech Commands Dataset 🗣️ in TensorFlow☆13Feb 3, 2021Updated 5 years ago
- ☆14May 15, 2020Updated 5 years ago
- Light weight threading library for gem5 syscall emulator (git mirror)☆16Mar 1, 2017Updated 8 years ago
- An energy simulation framework for BPTT-based SNN inference and training.☆17Sep 6, 2023Updated 2 years ago
- 该仓库主要收录了顶会中SNN领域的一些论文,论文内容与代理梯度和ANN-SNN转换相关。☆18Jun 16, 2022Updated 3 years ago
- PyTorch and Loihi implementation of the Spiking Neural Network for decoding EEG on Neuromorphic Hardware☆48Jun 26, 2022Updated 3 years ago
- Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.☆73Apr 16, 2024Updated last year
- A bit-level sparsity-awared multiply-accumulate process element.☆18Jul 9, 2024Updated last year
- An automated HDC platform☆11Jan 29, 2026Updated 2 weeks ago
- Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"☆136Feb 24, 2021Updated 4 years ago
- Brian 2 frontend to the GeNN simulator☆48Dec 15, 2025Updated last month
- STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks☆23Dec 24, 2022Updated 3 years ago
- Spiking Neural Networks in C++ with strong GPU acceleration through CUDA☆135Jul 3, 2020Updated 5 years ago
- Reinforcement learning framework for spiking neural network actors with R-STDP for the master's thesis "Training Spiking Neural Networks …☆21May 26, 2022Updated 3 years ago
- This is the implentation of our paper "SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking" i…☆43Mar 2, 2025Updated 11 months ago
- LogicCircuit is a program that helps build/simulate simple circuits using logic gates. It is meant to teach people the basics of how logi…☆10Jan 22, 2025Updated last year
- Deep learning with spiking neural networks (SNNs) in PyTorch.☆787Feb 4, 2026Updated last week
- Pytorch Implementation of Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion, IJCAI 2022☆25Dec 14, 2022Updated 3 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆64Jul 28, 2021Updated 4 years ago
- Deep Spiking Reinforcement Learning☆25Oct 28, 2023Updated 2 years ago