1.5k citations · 11.2k across the 149 of their papers we have counts for
Showing 2016 · quant-phShow all
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quant-ph2016★ 194 cited
A Neural Decoder for Topological Codes
Giacomo Torlai, Roger G. Melko
We present an algorithm for error correction in topological codes that exploits modern machine learning techniques. Our decoder is constructed from a stochastic neural network call…
quant-ph2016★ 360 cited
Quantum Boltzmann Machine
Mohammad H. Amin, Evgeny Andriyash, Jason Rolfe +2
Inspired by the success of Boltzmann Machines based on classical Boltzmann distribution, we propose a new machine learning approach based on quantum Boltzmann distribution of a tra…