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Quantum Hopfield Model

Authors :
Masha Shcherbina
Brunello Tirozzi
Camillo Tassi
Source :
Physics, Vol 2, Iss 2, Pp 184-196 (2020)
Publication Year :
2020
Publisher :
MDPI AG, 2020.

Abstract

We find the free-energy in the thermodynamic limit of a one-dimensional XY model associated to a system of N qubits. The coupling among the σ i z is a long range two-body random interaction. The randomness in the couplings is the typical interaction of the Hopfield model with p patterns ( p < N ), where the patterns are p sequences of N independent identically distributed random variables (i.i.d.r.v.), assuming values ± 1 with probability 1 / 2 . We show also that in the case p ≤ α N , α ≠ 0 , the free-energy is asymptotically independent from the choice of the patterns, i.e., it is self-averaging.

Details

Language :
English
ISSN :
26248174
Volume :
2
Issue :
2
Database :
Directory of Open Access Journals
Journal :
Physics
Publication Type :
Academic Journal
Accession number :
edsdoj.fc806984a148dc8d290eab19ccef85
Document Type :
article
Full Text :
https://doi.org/10.3390/physics2020012