A thermal quantum classifier

Ufuk Korkmaz, Deniz Türkpençe*, Tahir Çetin Akinci, Serhat Şeker

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Özet

We find that the additivity of quantum information channels enables one to introduce a quantum classifier or a quantum decision maker. Proper measurement and sensing of temperature are of central importance to the realization of nanoscale quantum devices. Minimal classifiers may constitute the basic units for the physical quantum neural networks. We introduce a binary temperature classifier quantum model that operates in a thermal environment. In the present study, first the mathematical model was introduced through a two-level quantum system weakly coupled to the thermal reservoirs and it was demonstrated that the model faithfully classifies the temperature information of the reservoirs in the thermal steady state limit. A physical model by superconducting circuits composed of transmon qubits was also suggested.

Orijinal dilİngilizce
Sayfa (başlangıç-bitiş)969-986
Sayfa sayısı18
DergiQuantum Information and Computation
Hacim20
Basın numarası11-12
Yayın durumuYayınlandı - 2020

Bibliyografik not

Publisher Copyright:
© Rinton Press.

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