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Artificial stochastic neural network on the base of double quantum wellsстатья
- Авторы: Pavlovsky O.V., Dorozhinsky V.I., Mostovoy S.D.
- Журнал: Modern Physics Letters B
- Год издания: 2021
- Издательство: World Scientific Publishing Co
- Местоположение издательства: Singapore
- DOI: 10.1142/s0217984921505357
- Аннотация: In this paper, we consider a model of an artificial neural network based on quantum-mechanical particles in W potential. These particles play the role of neurons in our model. To simulate such a quantum-mechanical system, the Monte Carlo integration method is used. A form of the self-potential of a particle as well as two interaction potentials (exciting and inhibiting) are proposed. Examples of simplest logical elements (such as AND, OR and NOT) are shown. Further, we show an implementation of the simplest convolutional network in framework of our model.
- Добавил в систему: Павловский Олег Владимирович