3 citations · 4 across the 2 of their papers we have counts for
4 papers · 1 filter
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…
A steady state quantum classifier
Deniz Türkpençe, Tahir Çetin Akıncı, Serhat Şeker
We report that under some specific conditions a single qubit model weakly interacting with information environments can be referred to as a quantum classifier. We exploit the addit…
Decoherence in a quantum neural network
Deniz Türkpençe, Tahir Çetin Akıncı, Serhat Şeker
In this study, we propose a spin-star model for spin-(1/2) particles in order to examine the coherence dynamics of a quantum neural network (QNN) unit. Since quantum computing para…
Quantum neural networks driven by information reservoir
Deniz Türkpençe, Tahir Çetin Akıncı, Serhat Şeker
This study concerns with the dynamics of a quantum neural network unit in order to examine the suitability of simple neural computing tasks. More specifically, we examine the dynam…