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Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)

Home Page: https://openaccess.thecvf.com/content/ICCV2023/html/Yao_Inherent_Redundancy_in_Spiking_Neural_Networks_ICCV_2023_paper.html

License: Apache License 2.0

Python 98.68% Shell 1.32%
attention-mechanism dynamic-neural-network redundancy spiking-neural-networks

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asa-snn's Issues

About gradient calculation of mask operation

Thank you for your excellent work!

I'm somewhat confused about the gradient calculation of the mask operation. It seems that input of the get_im_subim_channels function includes channels_im and map_add, while the output is computed by using top-k for map_add and generates binary mask. So, how does the gradient backward to map_add? And How are the weights of self.fc updated?

missing module

I cannot find 'TAda' in models.module. Is that a missing module? Will you add it into the codes pls?~~~

gait数据集转换

非常感谢贵团队为我学习的领域作出的巨大贡献,我在gait数据集上复现时,发现下载的数据集是txt文件,而代码要求是npy文件,请问应该怎样转换呢,可以公布你们处理的代码吗?

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