activity
20202026
most citedA scalable and fast artificial neural network syndrome decoder for surface codes

41 citations · 73 across the 10 of their papers we have counts for

collaborators

10 papers

quant-ph2026

LUCI on IBM Hardware: Error Suppression with Almost Half Syndrome Density

Younghun Kim, Spiro Gicev, Martin Sevior +1

Long-lived logical qubits are essential for fault-tolerant quantum computation. However, the practical performance of traditional error correction protocols relies on performing sp…

quant-ph2026

Crosstalk In Contemporary Quantum Devices

Spiro Gicev, Ben Harper, Haiyue Kang +2

Crosstalk noise derives from phenomena in quantum devices which inhibit individual addressability or cause unintended interactions among qubits. It is widely considered one of the…

quant-ph2026

Spatiotemporal Pauli processes: Quantum combs for modeling correlated noise in quantum error correction

John F Kam, Angus Southwell, Spiro Gicev +2

Correlated noise is a critical failure mode in quantum error correction (QEC), yet a gap remains between the stochastic Pauli models used for scalable QEC analyses and the microsco…

quant-ph2026

Time-Dynamic Circuits for Fault-Tolerant Shift Automorphisms in Quantum LDPC Codes

Younghun Kim, Spiro Gicev, Martin Sevior +1

Quantum low-density parity-check (qLDPC) codes have emerged as a promising approach for realizing low-overhead logical quantum memories. Recent theoretical developments have establ…

quant-ph2025

Fully convolutional 3D neural network decoders for surface codes with syndrome circuit noise

Spiro Gicev, Lloyd C. L. Hollenberg, Muhammad Usman

Artificial Neural Networks (ANNs) are a promising approach to the decoding problem of Quantum Error Correction (QEC), but have observed consistent difficulty when generalising perf…

quant-ph2024★ 7 cited

Detrimental non-Markovian errors for surface code memory

John F Kam, Spiro Gicev, Kavan Modi +2

The realization of fault-tolerant quantum computers hinges on effective quantum error correction protocols, whose performance significantly relies on the nature of the underlying n…

quant-ph2023★ 11 cited

Artificial Neural Network Syndrome Decoding on IBM Quantum Processors

Brhyeton Hall, Spiro Gicev, Muhammad Usman

Syndrome decoding is an integral but computationally demanding step in the implementation of quantum error correction for fault-tolerant quantum computing. Here, we report the deve…

quant-ph2023★ 7 cited

Quantum computer error structure probed by quantum error correction syndrome measurements

Spiro Gicev, Lloyd C. L. Hollenberg, Muhammad Usman

With quantum devices rapidly approaching qualities and scales needed for fault tolerance, the validity of simplified error models underpinning the study of quantum error correction…

quant-ph2021★ 41 cited

A scalable and fast artificial neural network syndrome decoder for surface codes

Spiro Gicev, Lloyd C. L. Hollenberg, Muhammad Usman

Surface code error correction offers a highly promising pathway to achieve scalable fault-tolerant quantum computing. When operated as stabilizer codes, surface code computations c…

cond-mat.mtrl-sci2020★ 7 cited

Long-Range Surface-Assisted Molecule-Molecule Hybridization

Marina Castelli, Jack Hellerstedt, Cornelius Krull +4

Metalated phthalocyanines (Pc's) are robust and versatile molecular complexes, whose properties can be tuned by changing their functional groups and central metal atom. The electro…