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

License: Apache License 2.0

Python 100.00%
3rd-generation-of-artificial-neural-networks binary brain-inspired deep-learning energy-efficiency neuromorphic-computing pytorch snn spike spiking-neural-network spiking-transformer spikingjelly transformer

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spikingformer-cml's Issues

To what extent do Spikingformer and Spikingformer-CML differ in terms of SOP?

Hi, thank you for your excellent work on Spikingformer-CML. As far as I know, Spikingformer has more SOPs than Spikformer. I'm wondering if there are any differences between Spikingformer and Spikingformer-CML in SOP. If so, To what extent do Spikingformer and Spikingformer-CML differ in terms of SOP? I am eagerly awaiting your prompt response, thanks!

dvs 128

Gesture 数据集训练的精度为97.5与论文差1.1,其他几个数据集能对齐。请问该数据集的训练参数,哪里需要修改吗

Experimental environment

Hi author, I was wondering what hardware your experiment was running on? What are the requirements for the graphics card and memory?

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