11 citations · 13 across the 5 of their papers we have counts for
7 papers
Operational Collapse Region in Repeaterless Loss-Dephasing Quantum Channels
Ufuk Korkmaz, S. Elham Mousavigharalari, Deniz Türkpençe
The distribution of entangled photon pairs over standard optical fiber is a fundamental requirement for the realization of the quantum internet. However, real-world deployment is s…
Application of Power Flow problem to an open quantum neural hardware
Ekin Erdem Aygül, Melih Can Topal, Ufuk Korkmaz +1
Significant progress in the construction of physical hardware for quantum computers has necessitated the development of new algorithms or protocols for the application of real-worl…
Stabilization and Dissipative Information Transfer of a Superconducting Kerr-Cat Qubit
Ufuk Korkmaz, Deniz Türkpençe
Today, the competition to build a quantum computer continues, and the number of qubits in hardware is increasing rapidly. However, the quantum noise that comes with this process re…
Dissipative learning of a quantum classifier
Ufuk Korkmaz, Deniz Türkpençe
The expectation that quantum computation might bring performance advantages in machine learning algorithms motivates the work on the quantum versions of artificial neural networks.…
Information-driven Nonlinear Quantum Neuron
Ufuk Korkmaz, Deniz Türkpençe
The promising performance increase offered by quantum computing has led to the idea of applying it to neural networks. Studies in this regard can be divided into two main categorie…
A quantum collisional classifier driven by information reservoir
Ufuk Korkmaz, Deniz Türkpençe
We investigate the open dynamics of a probe qubit weakly interacting with distinct qubit environments bearing quantum information. We show that the proposed dissipative model yield…
A thermal quantum classifier
Ufuk Korkmaz, Deniz Türkpençe, Tahir Çetin Akıncı +1
A data classifier is the basic structural unit of an artificial neural network. These classifiers, known as perceptron, make an output prediction over the linear summation of the i…