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07/18/2023
A Cryogenic Memristive Neural Decoder for Fault-tolerant Quantum Error Correction
Neural decoders for quantum error correction (QEC) rely on neural networ...
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05/13/2023
On the Computational Cost of Stochastic Security
We investigate whether long-run persistent chain Monte Carlo simulation ...
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10/14/2022
Gibbs Sampling of Periodic Potentials on a Quantum Computer
Motivated by applications in machine learning, we present a quantum algo...
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09/09/2022
Non-convex Quadratic Programming Using Coherent Optical Networks
We investigate the possibility of solving continuous non-convex optimiza...
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05/17/2021
Neural Error Mitigation of Near-Term Quantum Simulations
One of the promising applications of early quantum computers is the simu...
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06/05/2019
Quantum Algorithms for Solving Dynamic Programming Problems
We present quantum algorithms for solving finite-horizon and infinite-ho...
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09/11/2018
Smooth Structured Prediction Using Quantum and Classical Gibbs Samplers
We introduce a quantum algorithm for solving structured-prediction probl...
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02/18/2018
Deep neural decoders for near term fault-tolerant experiments
Finding efficient decoders for quantum error correcting codes adapted to...
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05/29/2017
Free energy-based reinforcement learning using a quantum processor
Recent theoretical and experimental results suggest the possibility of u...
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12/17/2016