Using the neural model of the person's semantic space to reveal the occurred with him events

Ivan Gorbunov, Ilya Pershin, Marat Zainutdinov, Vera Koval

Результат исследований: Публикации в книгах, отчётах, сборниках, трудах конференцийстатья в сборнике материалов конференциинаучнаярецензирование

Выдержка

In this paper we present the data of an experimental study on semantic space, which is based on models of neural networks. The neural network models implemented in the experiment use the evoked potentials of the human brain as the basis of their work. In experiment we showed two movies for 44 subjects. The first 22 subjects, we showed the one series, and the rest of the 22 other series. We trained mathematical models of neural networks, its semantic distances between concepts from films, for all subjects. Trained mathematical models of semantic spaces in two groups of subjects reliably differed among themselves.
Язык оригиналаанглийский
Название основной публикации10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019
Подзаголовок основной публикацииProceedings
Место публикацииOrlando
Страницы164-165
СостояниеОпубликовано - 15 мар 2019
Событие10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019 - Orlando, Соединенные Штаты Америки
Продолжительность: 12 мар 201915 мар 2019

Конференция

Конференция10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019
СтранаСоединенные Штаты Америки
ГородOrlando
Период12/03/1915/03/19

Отпечаток

Semantics
Neural Networks (Computer)
Neural networks
Theoretical Models
Mathematical models
Bioelectric potentials
Motion Pictures
Evoked Potentials
Brain
Experiments

Предметные области Scopus

  • Нейропсихология и психофизиология
  • Экспериментальная и когнитивная психология
  • Искусственный интеллект
  • Когнитивная нейробиология
  • Компьютерные сети и коммуникации
  • Информационные системы

Цитировать

Gorbunov, I., Pershin, I., Zainutdinov, M., & Koval, V. (2019). Using the neural model of the person's semantic space to reveal the occurred with him events. В 10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019: Proceedings (стр. 164-165). Orlando.
Gorbunov, Ivan ; Pershin, Ilya ; Zainutdinov, Marat ; Koval, Vera. / Using the neural model of the person's semantic space to reveal the occurred with him events. 10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019: Proceedings. Orlando, 2019. стр. 164-165
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title = "Using the neural model of the person's semantic space to reveal the occurred with him events",
abstract = "In this paper we present the data of an experimental study on semantic space, which is based on models of neural networks. The neural network models implemented in the experiment use the evoked potentials of the human brain as the basis of their work. In experiment we showed two movies for 44 subjects. The first 22 subjects, we showed the one series, and the rest of the 22 other series. We trained mathematical models of neural networks, its semantic distances between concepts from films, for all subjects. Trained mathematical models of semantic spaces in two groups of subjects reliably differed among themselves.",
keywords = "Concepts, Event related potentials, Neuronal network, Semantic space",
author = "Ivan Gorbunov and Ilya Pershin and Marat Zainutdinov and Vera Koval",
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Gorbunov, I, Pershin, I, Zainutdinov, M & Koval, V 2019, Using the neural model of the person's semantic space to reveal the occurred with him events. в 10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019: Proceedings. Orlando, стр. 164-165, Orlando, Соединенные Штаты Америки, 12/03/19.

Using the neural model of the person's semantic space to reveal the occurred with him events. / Gorbunov, Ivan; Pershin, Ilya; Zainutdinov, Marat; Koval, Vera.

10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019: Proceedings. Orlando, 2019. стр. 164-165.

Результат исследований: Публикации в книгах, отчётах, сборниках, трудах конференцийстатья в сборнике материалов конференциинаучнаярецензирование

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Gorbunov I, Pershin I, Zainutdinov M, Koval V. Using the neural model of the person's semantic space to reveal the occurred with him events. В 10th International Multi-Conference on Complexity, Informatics and Cybernetics, IMCIC 2019: Proceedings. Orlando. 2019. стр. 164-165