activity
20182020
most citedUsing Reinforcement Learning to Perform Qubit Routing in Quantum Compilers

16 citations · 31 across the 3 of their papers we have counts for

collaborators

7 papers

quant-ph202016 cited

Using Reinforcement Learning to Perform Qubit Routing in Quantum Compilers

Matteo G. Pozzi, Steven J. Herbert, Akash Sengupta +1

"Qubit routing" refers to the task of modifying quantum circuits so that they satisfy the connectivity constraints of a target quantum computer. This involves inserting SWAP gates…

quant-ph2020

Efficient Qubit Routing for a Globally Connected Trapped Ion Quantum Computer

Mark Webber, Steven Herbert, Sebastian Weidt +1

The cost of enabling connectivity in Noisy-Intermediate-Scale-Quantum devices is an important factor in determining computational power. We have created a qubit routing algorithm w…

quant-ph2019

Increasing the classical data throughput in quantum networks by combining quantum linear network coding with superdense coding

Steven Herbert

This paper shows how network coding and superdense coding can be combined to increase the classical data throughput by a factor (for arbitrarily small ) compared to the…

quant-ph20192 cited

Spectral sparsification of matrix inputs as a preprocessing step for quantum algorithms

Steven Herbert, Sathyawageeswar Subramanian

We study the potential utility of classical techniques of spectral sparsification of graphs as a preprocessing step for digital quantum algorithms, in particular, for Hamiltonian s…

quant-ph2019

Quantum linear network coding for entanglement distribution in restricted architectures

Niel de Beaudrap, Steven Herbert

In this paper we propose a technique for distributing entanglement in architectures in which interactions between pairs of qubits are constrained to a fixed network . This allow…

quant-ph201913 cited

Using Reinforcement Learning to find Efficient Qubit Routing Policies for Deployment in Near-term Quantum Computers

Steven Herbert, Akash Sengupta

This paper addresses the problem of qubit routing in first-generation and other near-term quantum computers. In particular, it is asserted that the qubit routing problem can be for…