Quantum Brain

Papers

Live trends in quantum computing research, updated daily from arXiv.

Total Papers

27,881

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1,306

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Research Volume

13,127 papers in 12 months (+1% vs prior quarter)

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Papers by research theme (12 months). Hover for details.

Qubit Platforms

Hardware platform mentions in abstractsPhotonic leads

4,766 papers found

Quantum Learning Algorithms and Post-Quantum Cryptography

Alexander Poremba·Dec 26, 2017

Quantum algorithms have demonstrated promising speed-ups over classical algorithms in the context of computational learning theory - despite the presence of noise. In this work, we give an overview of recent quantum speed-ups, revisit the Bernstein-V...

Computer SciencePhysics

Harnessing electro-optic correlations in an efficient mechanical converter

A. Higginbotham, P. S. Burns, M. Urmey +6 more·Dec 18, 2017

An optical network of superconducting quantum bits (qubits) is an appealing platform for quantum communication and distributed quantum computing, but developing a quantum-compatible link between the microwave and optical domains remains an outstandin...

PhysicsMathematics

Reducing spontaneous Raman scattering noise in high quantum bit rate QKD systems over optical fiber

M. Mlejnek, N. Kaliteevskiy, D. Nolan·Dec 16, 2017

We investigate (a) spontaneous Raman scattering of classical signals in long optical fiber links leading to significant Raman noise in quantum channels propagating in the same fiber and (b) impact of chromatic dispersion on the performance of high qu...

PhysicsMathematics

Noise-tolerant parity learning with one quantum bit

D. Park, J. Rhee, S. Lee·Dec 16, 2017

Demonstrating quantum advantage with less powerful but more realistic devices is of great importance in modern quantum information science. Recently, a significant quantum speedup was achieved in the problem of learning a hidden parity function with ...

PhysicsMathematics

Unsupervised Machine Learning on a Hybrid Quantum Computer

J. Otterbach, R. Manenti, N. Alidoust +27 more·Dec 15, 2017

Machine learning techniques have led to broad adoption of a statistical model of computing. The statistical distributions natively available on quantum processors are a superset of those available classically. Harnessing this attribute has the potent...

MathematicsPhysics

A quantum algorithm to train neural networks using low-depth circuits

Guillaume Verdon, M. Broughton, J. Biamonte·Dec 14, 2017

The question has remained open if near-term gate model quantum computers will offer a quantum advantage for practical applications in the pre-fault tolerance noise regime. A class of algorithms which have shown some promise in this regard are the so-...

Computer SciencePhysics

Measuring and Suppressing Error Correlations in Quantum Circuits

C. Edmunds, Cornelius Hempel, R. Harris +4 more·Dec 13, 2017

Quantum error correction provides a path to large-scale quantum computers, but is built on challenging assumptions about the characteristics of the underlying errors. In particular, the mathematical assumption of independent errors in quantum logic o...

MathematicsPhysics

The influence of quantum noise on the Grover algorithm and quantum Fourier transform: quantum operations theory approach

Y. Bogdanov, A. Chernyavskiy, B. Bantysh +2 more·Dec 13, 2017

The method of noisy multiqubit quantum circuits modeling is proposed. The analytical formulas for the dependence of quantum algorithms accuracy on qubits count and noise level are obtained for Grover algorithm and quantum Fourier transform. It is sho...

Physics

Majorana-Based Fermionic Quantum Computation.

T. O’Brien, P. Rożek, A. Akhmerov·Dec 6, 2017

Because Majorana zero modes store quantum information nonlocally, they are protected from noise, and have been proposed as a building block for a quantum computer. We show how to use the same protection from noise to implement universal fermionic qua...

MedicinePhysics

Quantum error correction of continuous-variable states with realistic resources

Josephine Dias, T. Ralph·Dec 6, 2017

Gaussian noise induced by loss on Gaussian states may be corrected by distributing Einstein-Podolsky-Rosen entanglement through the loss channel, purifying the entanglement using a noiseless linear amplifier (NLA), and then using it for continuous-va...

Physics

Correlating the nanostructure of Al-oxide with deposition conditions and dielectric contributions of two-level systems in perspective of superconducting quantum circuits

S. Fritz, A. Seiler, L. Radtke +5 more·Dec 5, 2017

This work is concerned with Al/Al-oxide(AlOx)/Al-layer systems which are important for Josephson-junction-based superconducting devices such as quantum bits. The device performance is limited by noise, which has been to a large degree assigned to the...

PhysicsMaterials ScienceMathematicsMedicine

Machine Learning for Predictive Estimation of Qubit Dynamics Subject to Dephasing

R. Gupta, M. Biercuk·Dec 4, 2017

Decoherence remains a major challenge in quantum computing hardware and a variety of physical-layer controls provide opportunities to mitigate the impact of this phenomenon through feedback and feedforward control. In this work, we compare a variety ...

MathematicsComputer SciencePhysics

Analysing correlated noise on the surface code using adaptive decoding algorithms

Naomi H. Nickerson, Benjamin J. Brown·Dec 1, 2017

Laboratory hardware is rapidly progressing towards a state where quantum error-correcting codes can be realised. As such, we must learn how to deal with the complex nature of the noise that may occur in real physical systems. Single qubit Pauli error...

Computer SciencePhysics

Randomized Benchmarking Using Unitary t-Design for Average Fidelity Estimation of Practical Quantum Circuit

Linxi Zhang, Chuanghua Zhu, Changxing Pei·Nov 22, 2017

Randomized benchmarking is a useful scheme for characterizing the noise in quantum system. However, it is insensitive to practical unitary errors. We propose a method of applying unitary t-design in quantum process tomography with local random unitar...

MathematicsPhysics

Strictly local one-dimensional topological quantum error correction with symmetry-constrained cellular automata

Nicolai Lang, H. P. Buchler·Nov 22, 2017

Active quantum error correction on topological codes is one of the most promising routes to long-term qubit storage. In view of future applications, the scalability of the used decoding algorithms in physical implementations is crucial. In this work,...

PhysicsComputer Science

Quantum metrology with a transmon qutrit

A. R. Shlyakhov, V. Zemlyanov, M. Suslov +5 more·Nov 16, 2017

Making use of coherence and entanglement as metrological quantum resources allows to improve the measurement precision from the shot-noise- or quantum limit to the Heisenberg limit. Quantum metrology then relies on the availability of quantum enginee...

Physics

A small quantum computer is needed to optimize fault-tolerant protocols

Pavithran Iyer, D. Poulin·Nov 13, 2017

As far as we know, a useful quantum computer will require fault-tolerant gates, and existing schemes demand a prohibitively large space and time overhead. We argue that a first generation quantum computer will be very valuable to design, test, and op...

PhysicsComputer ScienceMathematics

A crossbar network for silicon quantum dot qubits

Ruoyu Li, L. Petit, D. P. Franke +10 more·Nov 10, 2017

Quantum dots take a shortcut toward practical quantum information. The spin states of single electrons in gate-defined quantum dots satisfy crucial requirements for a practical quantum computer. These include extremely long coherence times, high-fide...

PhysicsBiologyMedicine

Implementation-independent sufficient condition of the Knill-Laflamme type for the autonomous protection of logical qudits by strong engineered dissipation

Jae-Mo Lihm, Kyungjoo Noh, U. R. Fischer·Nov 8, 2017

Autonomous quantum error correction utilizes the engineered coupling of a quantum system to a dissipative ancilla to protect quantum logical states from decoherence. We show that the Knill-Laflamme condition, stating that the environmental error oper...

Physics

QVECTOR: an algorithm for device-tailored quantum error correction

Peter D. Johnson, J. Romero, J. Olson +2 more·Nov 7, 2017

Current approaches to fault-tolerant quantum computation will not enable useful quantum computation on near-term devices of 50 to 100 qubits. Leading proposals, such as the color code and surface code schemes, must devote a large fraction of their ph...

MathematicsPhysics
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