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Quantum error correction is a critical component for scaling up quantum computing.
Quantum Computation and Quantum Information
Nielsen, M. and Chuang, I · 2000
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Topological quantum memory
Dennis, E., Kitaev, A., Landahl, A., and Preskill, J · 2002
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Fault-tolerant quantum computation by anyons
Kitaev, A · 2003
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Majorana fermion codes
Bravyi, S., Terhal, B. M., and Leemhuis, B · 2010
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Fast decoders for topological quantum codes
Duclos-Cianci, G. and Poulin, D · 2010
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Surface codes: Towards practical large-scale quantum computation
Fowler, A. G., Mariantoni, M., Martinis, J. M., and Cleland, A. N · 2012
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Hardness of decoding quantum stabilizer codes, 2013
Iyer, P. and Poulin, D · 2013
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Efficient algorithms for maximum likelihood decoding in the surface code
Bravyi, S., Suchara, M., and Vargo, A · 2014
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Group equivariant convolutional networks
Cohen, T. S. and Welling, M · 2016
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Gaussian error linear units (gelus)
Hendrycks, D. and Gimpel, K · 2016
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Wide residual networks
Zagoruyko, S. and Komodakis, N · 2016
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Deep neural network probabilistic decoder for stabilizer codes
Krastanov, S. and Jiang, L · 2017
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Neural belief-propagation decoders for quantum error-correcting codes
Liu, Y.-H. and Poulin, D · 2019
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Super-convergence: Very fast training of neural networks using large learning rates
Smith, L. N. and Topin, N · 2019
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Neural Network Decoders for Large-Distance 2D Toric Codes
Ni, X · 2020
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PyMatching: A python package for decoding quantum codes with minimum-weight perfect matching
Higgott, O · 2021
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Scalable neural decoder for topological surface codes, 2021
Meinerz, K., Park, C.-Y., and Trebst, S · 2021
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Asymptotically good quantum and locally testable classical ldpc codes, 2021
Panteleev, P. and Kalachev, G · 2021
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Neural enhanced belief propagation on factor graphs
Satorras, V. G. and Welling, M · 2021
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General e ( 2 ) e(2) -equivariant steerable cnns, 2021
Weiler, M. and Cesa, G · 2021
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Suppressing quantum errors by scaling a surface code logical qubit, 2022
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Symmetries for a high-level neural decoder on the toric code
Wagner, T., Kampermann, H., and Bruß, D · 2020
Cited alongside, same era.
General tensor network decoding of 2d pauli codes, 2021
Chubb, C. T · 2021
Cited alongside, same era.
Almost-linear time decoding algorithm for topological codes
Delfosse, N. and Nickerson, N. H · 2021
Cited alongside, same era.
Decoupled weight decay regularization
Loshchilov, I. and Hutter, F
Cited in the paper.
Google Quantum AI · 2022
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Realizing repeated quantum error correction in a distance-three surface code
Krinner, S., Lacroix, N., Remm, A., Di Paolo, A., Genois, E., Leroux, C., Hellings, C., Lazar, S., Swiadek, F., Herrmann, J., et al · 2022
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Neural-network decoders for quantum error correction using surface codes: A space exploration of the hardware cost-performance tradeoffs
Overwater, R. W. J., Babaie, M., and Sebastiano, F · 2022
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Realization of an error-correcting surface code with superconducting qubits
Zhao, Y., Ye, Y., Huang, H.-L., Zhang, Y., Wu, D., Guan, H., Zhu, Q., Wei, Z., He, T., Cao, S., Chen, F., Chung, T.-H., Deng, H., Fan, D., Gong, M., Guo, C., Guo, S., Han, L., Li, N., Li, S., Li, Y., Liang, F., Lin, J., Qian, H., Rong, H., Su, H., Sun, L., Wang, S., Wu, Y., Xu, Y., Ying, C., Yu, J., Zha, C., Zhang, K., Huo, Y.-H., Lu, C.-Y., Peng, C.-Z., Zhu, X., and Pan, J.-W · 2022
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