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Implementing a gating spike network in front of a spike classifier #64

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jaechieu opened this issue Jun 6, 2020 · 0 comments
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@jaechieu
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jaechieu commented Jun 6, 2020

Hello,

I was looking to implement this model https://arxiv.org/pdf/2002.09571.pdf but as a spike neural network.

The paper details 2 neural networks, 1 neuromodulatory gating network, and 1 classifier. The output of the neuromodulatory gating network interacts with the classifier network via an element-wise operation prior to the final fully connected layer in the classifier.

I would imagine if I wanted to create an SNN analog, I would have to recreate the architecture of both neural networks. However, I'm not sure how I would implement the element-wise multiplication. Would I have to create that behavior in the spiking domain manually somewhere?

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