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Counting neuron?

Edwin, thanks for the excellent blog post on LSTMs. A simple question for you.

You remark below that this visualization shows there is a counting neuron in the hidden state. Could you provide a bit more intuition on how you know this? It's not obvious to me how one interprets the significance of the changing color density with regards to counting.

Thanks for your help!

image

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