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awesome-snn

🔥🔥🔥A collection of some awesome public SNN(Spiking Neural Network) projects.

bh_pro

byeonghyeonkim

decolle-public

deep-learning-paper-review-and-practice

꼼꼼한 딥러닝 논문 리뷰와 코드 실습

eligibility_propagation

litgpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

lptorch

An extention of pytorch for low precision training / inference

nda_snn

Pytorch implementation of Neuromorphic Data Augmentation for SNN, Accepted to ECCV 2022.

ottt-snn

[NeurIPS 2022] Online Training Through Time for Spiking Neural Networks

pytorch-cifar

95.47% on CIFAR10 with PyTorch

reckon

ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.

snn-daily-arxiv

Update arXiv papers about Spiking Neural Networks daily.

snns-rnns

The code associated with Comparing SNNs and RNNs on neuromorphic vision datasets: Similarities and differences.

spike-driven-transformer-v2

Offical implementation of "Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips" (ICLR2024)

spikformer

ICLR 2023, Spikformer: When Spiking Neural Network Meets Transformer

stbp-for-training-spikingnn

Spatio-temporal BP for SNNs

timm-pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more