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Clustering Methods for Excited State Promoted Readout #46

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obliviateandsurrender opened this issue Mar 30, 2021 · 0 comments
Open

Clustering Methods for Excited State Promoted Readout #46

obliviateandsurrender opened this issue Mar 30, 2021 · 0 comments
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@coruscating @obliviateandsurrender

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obliviateandsurrender commented Mar 30, 2021 •
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Description

Excited State Promoted (ESP) readout is a way to improve qubit readout fidelity by exciting the |1> state to the |2> state for readout. This essentially changes the discrimination problem from a two-state to three- state system. We will try different clustering algorithms on real data to measure their effectiveness and implement a method for effective discrimination. The metric for success is the false error rate on the labelled data.

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@coruscating

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@obliviateandsurrender

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A pull request for code that implements ESP discrimination. It should be an inherited subclass of the existing discriminator code.
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@coruscating @obliviateandsurrender