Quantum Hopfield Model
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 )...
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Veröffentlicht in: | Physics (Online) 2020-06, Vol.2 (2), p.184-196 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | 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. |
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ISSN: | 2624-8174 2624-8174 |
DOI: | 10.3390/physics2020012 |