Adiabatic Quantum Optimization for Associative Memory Recall

Hopfield networks are a variant of associative memory that recall patterns stored in the couplings of an Ising model. Stored memories are conventionally accessed as fixed points in the network dynamics that correspond to energetic minima of the spin state. We show that memories stored in a Hopfield...

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Bibliographic Details
Main Authors: Hadayat eSeddiqi, Travis S Humble
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-12-01
Series:Frontiers in Physics
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fphy.2014.00079/full