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Awesome-Spiking-Neural-Networks zhouchenlin2096

26

266

unknown

18

A paper list of spiking neural networks, including papers, codes, and related websites. 本仓库收集脉冲神经网络相关的顶会顶刊论文和代码，正在持续更新中。

snn codes spike binary papers awesome spiking paperlist awesome-list event-driven spikingjelly deep-learning brain-inspired energy-efficiency neuromorphic-computing spiking-neural-network biological-plausibility 3rd-generation-of-artificial-neural-networks

Created 2023-02-21

175 commits to master branch, last one 7 days ago

brain-inspired-replay GMvandeVen

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227

mit

7

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

replay split-mnist distillation deep-learning brain-inspired permuted-mnist split-cifar100 internal-replay generative-replay lifelong-learning continual-learning incremental-learning synaptic-intelligence replay-through-feedback variational-autoencoder artificial-neural-networks elastic-weight-consolidation

Created 2020-08-04

10 commits to master branch, last one 3 years ago

Spikingformer zhouchenlin2096

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81

apache-2.0

4

Spikingformer: Spike-driven Residual Learning for Transformer-based Spiking Neural Network

snn spike binary pytorch transformer spikingjelly deep-learning brain-inspired energy-efficiency spiking-transformer neuromorphic-computing spiking-neural-networks 3rd-generation-of-artificial-neural-networks

Created 2023-04-07

175 commits to master branch, last one about a month ago

QKFormer zhouchenlin2096

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73

unknown

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Offical code of "QKFormer: Hierarchical Spiking Transformer using Q-K Attention" (NeurIPS 2024，Spotlight 3%)

spike transformer event-driven brain-inspired energy-efficiency neuromorphic-computing spiking-neural-network 3rd-generation-of-artificial-neural-networks

Created 2023-07-21

74 commits to master branch, last one 8 days ago

CLS-ER NeurAI-Lab

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47

mit

3

The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System""

deep-learning brain-inspired continual-learning deep-neural-networks incremental-learning lifelong-machine-learning online-continual-learning

Created 2022-03-14

9 commits to main branch, last one about a year ago

flynet mchancan

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46

mit

2

Official PyTorch implementation of paper "A Hybrid Compact Neural Architecture for Visual Place Recognition" by M. Chancán (RA-L & ICRA 2020) https://doi.org/10.1109/LRA.2020.2967324

bio-inspired brain-inspired neural-networks place-recognition visual-localization recurrent-neural-networks

Created 2019-02-20

72 commits to master branch, last one 3 years ago

Spikingformer-CML zhouchenlin2096

2

37

apache-2.0

3

Enhancing the Performance of Transformer-based Spiking Neural Networks by SNN-optimized Downsampling with Precise Gradient Backpropagation

snn spike binary pytorch transformer spikingjelly deep-learning brain-inspired energy-efficiency spiking-transformer neuromorphic-computing spiking-neural-network 3rd-generation-of-artificial-neural-networks

Created 2023-05-08

169 commits to master branch, last one 4 months ago