Отрывок: Theano is an extension of the Python language, which allows to efficiently calculating mathematical expressions containing multidimensional arrays. Since this library is low-level, the process of creating a model and determining its parameters requires writing voluminous and noisy code. However, the advantage of Theano is its flexibility, as well as the availability of the implementation and use of its own components [13]. Tensor Flow is an open source library for nu...
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dc.contributor.authorNikitin, N.A.-
dc.contributor.authorRozaliev, V.L.-
dc.contributor.authorOrlova, Yu.A.-
dc.contributor.authorAlekseev, A.V.-
dc.date.accessioned2018-05-22 09:30:28-
dc.date.available2018-05-22 09:30:28-
dc.date.issued2018-
dc.identifierDspace\SGAU\20180518\69611ru
dc.identifier.citationNikitin N.A. Sound generation based on image color spectrum with using the recurrent neural network / Nikitin N.A., Rozaliev V.L.,Orlova Yu.A. , Alekseev A.V. // Сборник трудов IV международной конференции и молодежной школы «Информационные технологии и нанотехнологии» (ИТНТ-2018) - Самара: Новая техника, 2018. - С.2747-2755ru
dc.identifier.urihttp://repo.ssau.ru/handle/Informacionnye-tehnologii-i-nanotehnologii/Sound-generation-based-on-image-color-spectrum-with-using-the-recurrent-neural-network-69611-
dc.description.abstractThis work is devoted to development and approbation of the program for automated sound generation based on image colour spectrum with using the recurrent neural network. The work contains a description of the transition between colour and music characteristics, the rationale for choosing and the description of a recurrent neural network. The choices of the neural network implementation technology as well as the results of the experiment are describedru
dc.description.sponsorshipThe work is partially supported by the Russian Foundation for Basic Research (16-47-340320 and 17- 07-01601 projects).ru
dc.language.isoenru
dc.publisherНовая техникаru
dc.subjectartificial neural networksru
dc.subjectrecurrent neural networkru
dc.subjectlong-short term memoryru
dc.subjectNewton correlation schemeru
dc.titleSound generation based on image color spectrum with using the recurrent neural networkru
dc.typeArticleru
dc.textpartTheano is an extension of the Python language, which allows to efficiently calculating mathematical expressions containing multidimensional arrays. Since this library is low-level, the process of creating a model and determining its parameters requires writing voluminous and noisy code. However, the advantage of Theano is its flexibility, as well as the availability of the implementation and use of its own components [13]. Tensor Flow is an open source library for nu...-
Располагается в коллекциях: Информационные технологии и нанотехнологии

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