activity
20182026
most citedHybrid quantum ResNet for car classification and its hyperparameter optimization

45 citations · 189 across the 15 of their papers we have counts for

collaborators
Showing 2022Show all

5 papers · 1 filter

quant-ph2022

Do we live in a [quantum] simulation? Constraints, observations, and experiments on the simulation hypothesis

Florian Neukart, Anders Indset, Markus Pflitsch +1

The question "What is real?" can be traced back to the shadows in Plato's cave. Two thousand years later, Rene Descartes lacked knowledge about arguing against an evil deceiver fee…

quant-ph2022★ 21 cited

Practical application-specific advantage through hybrid quantum computing

Michael Perelshtein, Asel Sagingalieva, Karan Pinto +7

Quantum computing promises to tackle technological and industrial problems insurmountable for classical computers. However, today's quantum computers still have limited demonstrabl…

quant-ph2022★ 6 cited

Solving workflow scheduling problems with QUBO modeling

A. I. Pakhomchik, S. Yudin, M. R. Perelshtein +2

In this paper we investigate the workflow scheduling problem, a known NP-hard class of scheduling problems. We derive problem instances from an industrial use case and compare agai…

quant-ph2022★ 45 cited

Hybrid quantum ResNet for car classification and its hyperparameter optimization

Asel Sagingalieva, Mo Kordzanganeh, Andrii Kurkin +6

Image recognition is one of the primary applications of machine learning algorithms. Nevertheless, machine learning models used in modern image recognition systems consist of milli…

quant-ph2022★ 13 cited

Generation and structuring of multipartite entanglement in Josephson parametric system

K. V. Petrovnin, M. R. Perelshtein, T. Korkalainen +4

Quantum correlations are a vital resource in advanced information processing based on quantum phenomena. Remarkably, the vacuum state of a quantum field may act as a key element fo…