Method for determining weight coefficients for quantum Boltzmann machine neuron devices

Citation
Nj. Wu et al., Method for determining weight coefficients for quantum Boltzmann machine neuron devices, JPN J A P 1, 38(1B), 1999, pp. 439-442
Citations number
5
Categorie Soggetti
Apllied Physucs/Condensed Matter/Materiales Science
Volume
38
Issue
1B
Year of publication
1999
Pages
439 - 442
Database
ISI
SICI code
Abstract
A method for designing weight coefficients in the quantum Boltzmann machine (QBM) neuron device is proposed. The exchange interaction coefficient corr esponds to the weight coefficient of the QBM neuron. A quantitative clarifi cation of the dependence of the exchange interaction coefficient on two phy sical factors is given: the interval and the barrier height between the nea rest-neighbor dots. It is demonstrated that the weight coefficient of the Q BM neuron device can be controlled by specifying the values for these two p hysical factors during the design phase.