/gconv-decoder

Primary LanguageJupyter Notebook

Group Convolutional (Equivariant) Neural Network Decoders for Toric Codes

Submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science (at some school idk hehe)

Contributors

ME and ONLY ME! (and my advisor) However, I do not strictly "own" this work as that is some capitalist nonsense. I am merely the steward of this work and I hope that it will be useful to others.

Abstract

Funny neural network go brr brr not only in two dimension but it also does cool spins and flips and that makes the performance way better. ALso this fixes a lot of the issues in which data generaltion might have extraneous observations of identical syndromes and decoding.