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1. TheBrainLab/Awesome-Spiking-Neural-Networks TheBrainLab/Awesome-Spiking-Neural-Networks Public

   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以及CNS论文和代码，正在持续更新中。

   675 66

2. CET-MAE CET-MAE Public

   [ACL 2024] Contrastive EEG-Text Masked Autoencoder Learn Transferable representations

   Python 9 3

3. S2M-Former S2M-Former Public

   [NeurIPS 2025] S²M-Former: Spiking Symmetric Mixing Branchformer for Brain Auditory Attention Detection

   Python 3

4. SCommander SCommander Public

   [AAAI 2026] SpikCommander: A High-performance Spiking Transformer with Multi-view Learning for Efficient Speech Command Recognition

   Python 7

5. SpikeSCR SpikeSCR Public

   [Neural Networks 2025] "Efficient Speech Command Recognition Leveraging Spiking Neural Networks and Progressive Time-scaled Curriculum Distillation"

   Python 6

6. Spiking-Transformer-Speech-baseline Spiking-Transformer-Speech-baseline Public

   Python 2