A superconducting adiabatic neuron in a quantum regime

Авторы: Bastrakova Marina V., Pashin Dmitrii S., Rybin Dmitriy A., Schegolev Andrey E., Klenov Nikolay V., Soloviev Igor I., Gorchavkina Anastasiya A., Satanin Arkady M.
Журнал: Beilstein journal of nanotechnology
Том: 13
Год издания: 2022
Издательство: Beilstein-Institut zur Förderung der Chemischen Wissenschaften
Местоположение издательства: Frankfurt am Main, Germany
Первая страница: 653
Последняя страница: 665
DOI: 10.3762/bjnano.13.57
Аннотация: We explore the dynamics of an adiabatic neural cell of a perceptron artificial neural network in a quantum regime. This mode of cell operation is assumed for a hybrid system of a classical neural network whose configuration is dynamically adjusted by a quantum co-processor. Analytical and numerical studies take into account non-adiabatic processes as well as dissipation, which leads to smoothing of quantum coherent oscillations. The obtained results indicate the conditions under which the neuron possesses the required sigmoid activation function.
Добавил в систему: Кленов Николай Викторович

	ИСТИНА	Войти в систему Регистрация
	ИСТИНА ЦЭМИ РАН
	Главная Поиск Статистика О проекте Помощь

ИСТИНА