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I want to feed the amplitude of stationary timeseries into transformer.

I'm planning to tokenize/bin the amplitude into discrete value.

So, the transformer learn from unique integer token instead of continous value.

Specifically, it's an Electrocardiogram signal.

How do I do it?

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1 Answer 1

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This is straightforward of min-max scaling (normalization).

Except, the data is represented with unsigned integer after normalization. E.g. uint8 dtype can hold 2^8 or 256 vocabulary size.

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