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https://www.wikiwand.com/en/Perceptron

Looks like an already studied technical description going back to 2005:

https://github.com/ChampSim/ChampSim/blob/master/branch/hash...

https://www.jilp.org/cbp2014/paper/DanielJimenez.pdf

> Introduced by Tarjan and Skadron 2005

> Basic idea:

> - Hash segments of branch history into different tables

> - Sum weights selected by hash functions, apply threshold to predict

> - Update the weights using perceptron learning

https://ieeexplore.ieee.org/document/4492487




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