output
20022026
most citedDeep Recurrent Neural Networks for ECG Signal Denoising

81 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing quant-phShow all

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quant-ph2026

Machine Learning of Quantum Entanglement from Noisy Measurements

Artur Czerwinski, Maciej Wiśniewski, Paweł Moszczyński

In this work, we investigate the application of Machine Learning (ML) algorithms to the identification and quantitative characterization of quantum entanglement in polarization-ent…

quant-ph2018★ 1 cited

QTM: computational package using MPI protocol for quantum trajectories method

Marek Sawerwain, Joanna Wiśniewska

The Quantum Trajectories Method (QTM) is one of {the} frequently used methods for studying open quantum systems. { The main idea of this method is {the} evolution of wave functions…

quant-ph2016

Quantum network protocol for qudits with use of quantum repeaters and Pauli Z-type operational errors

Marek Sawerwain, Joanna Wiśniewska

In this chapter a quantum communication protocol with use of repeaters is presented. The protocol is constructed for qudits i.e. the generalized quantum information units. One-dit…

quant-ph2015

The Entanglement Level and the Detection of Quantum Data Transfer Correctness in Short Qutrit Spin Chains

Marek Sawerwain, Joanna Wiśniewska

The quantum entanglement is an important feature of many protocols in the field of quantum computing. In this paper we evaluate a level of entanglement in short qutrit chains. This…

quant-ph2013

Transfers of entanglement qudit states in quantum networks

Marek Sawerwain, Joanna Wiśniewska

The issue of quantum states' transfer -- in particular, for so-called Perfect State Transfer (PST) -- in the networks represented by the spin chains seems to be one of the major co…