D
Dmytro Bondarenko
Researcher at Leibniz University of Hanover
Publications - 6
Citations - 605
Dmytro Bondarenko is an academic researcher from Leibniz University of Hanover. The author has contributed to research in topics: Quantum technology & Quantum computer. The author has an hindex of 4, co-authored 6 publications receiving 279 citations.
Papers
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Journal ArticleDOI
Training deep quantum neural networks.
Kerstin Beer,Dmytro Bondarenko,Terry Farrelly,Terry Farrelly,Tobias J. Osborne,Robert Salzmann,Robert Salzmann,Daniel Scheiermann,Ramona Wolf +8 more
TL;DR: A noise-robust architecture for a feedforward quantum neural network, with qudits as neurons and arbitrary unitary operations as perceptrons, whose training procedure is efficient in the number of layers.
Journal ArticleDOI
Efficient Learning for Deep Quantum Neural Networks.
TL;DR: In this article, the use of quantum neurons as a building block for quantum feed-forward neural networks capable of universal quantum computation is proposed, which allows for fast optimisation with reduced memory requirements.
Journal ArticleDOI
Quantum Autoencoders to Denoise Quantum Data.
Dmytro Bondarenko,P. Feldmann +1 more
TL;DR: A novel quantum autoencoder is developed that successfully denoises Greenberger-Horne-Zeilinger, W, Dicke, and cluster states subject to spin-flip errors and random unitary noise.
Journal ArticleDOI
Momentum Entanglement for Atom Interferometry.
Fabian Anders,A. Idel,P. Feldmann,Dmytro Bondarenko,Sina Loriani,Karsten Lange,Jan Peise,Matthias Gersemann,B. Meyer-Hoppe,Sven Abend,Naceur Gaaloul,Christian Schubert,Christian Schubert,Dennis Schlippert,Luis Santos,Ernst M. Rasel,Carsten Klempt,Carsten Klempt +17 more
TL;DR: In this paper, the authors demonstrate a source of entangled atoms that is compatible with state-of-the-art interferometers, transferring the spin degree of freedom of a Bose-Einstein condensate to well-separated momentum modes, witnessed by a squeezing parameter of -3.1(8) dB.
Posted Content
From categories to anyons: a travelogue
Kerstin Beer,Alexander Hahn,Maria Kalabakov,Deniz E. Stiegemann,Stefan Seckmeyer,Nicole Knust,Tobias J. Osborne,Laura Niermann,Dmytro Bondarenko,Christin Schridde,Ramona Wolf +10 more
TL;DR: This paper provides an overview of category theory, focussing on applications in physics, and introduces modular tensor categories and fusion rings.