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  1. 2025

  2. Predicting Major Depressive Disorder Using Neural Networks from Spectral Measures of EEG Data

    Kozulin, I., Merkulova, E., Savostyanov, V., Shi, H., Wang, X., Bocharov, A. & Savostyanov, A., 16 Nov 2025, In: Bioengineering (Basel, Switzerland). 12, 11, 23 p., 1251.

    Research output: Contribution to journal › Article › peer-review

  3. Основы цифровой обработки сигналов и методов дискретного анализа

    Козулин, И. А. & Меркулова, Е. А., 2025, Новосибирск: ИПЦ НГУ. 156 p.

    Research output: Book/Report › Teaching manual › peer-review

  4. Применение языка программирования Python для цифровой обработки сигналов и дискретного анализа

    Козулин, И. А. & Меркулова, Е. А., 2025, Новосибирск: ИПЦ НГУ. 146 p.

    Research output: Book/Report › Teaching manual › peer-review

  5. 2024

  6. Development of the basic platform of the autonomous Intelligent robotic complex (AIRTC) with improved functionality

    Kozulin, I., Chernyavskiy, A., Mashkov, N., Nazarov, A. & Kravchenko, O., 31 Dec 2024, In: Robotics and Technical Cybernetics. 12, 4, p. 288-295 8 p., 6.

    Research output: Contribution to journal › Article › peer-review

  7. Крепёжное устройство цифровой камеры для анализа изображения объекта при помощи искусственного интеллекта

    Окунев, А. Г., Козулин, И. А., Пауль, С. А. & Харченко, Р. В., 24 Oct 2024, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 229736, 1 Aug 2024, Priority date 1 Aug 2024, Priority No. 2024121916

    Research output: Patent › Patent for utility model

  8. Устройство для размещения и фиксации цифровых видеокамер для диагностики остроты зрения при помощи искусственного интеллекта

    Окунев, А. Г., Козулин, И. А., Пауль, С. А. & Харченко, Р. В., 24 Oct 2024, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 229753, 1 Aug 2024, Priority date 1 Aug 2024, Priority No. 2024121917

    Research output: Patent › Patent for utility model

  9. Устройство на основе искусственного интеллекта для проведения быстрого скрининга остроты зрения

    Окунев, А. Г., Козулин, И. А., Пауль, С. А. & Харченко, Р. В., 30 Sept 2024, Редакционно-издательский центр НГУ, Patent No. 98, Priority date 27 Sept 2024

    Research output: Patent › Know-how registration

  10. Development of control algorithm for autonomous intelligent robotic complex (AIRTC)

    Kozulin, I., Chernyavskiy, A. & Nazarov, A., 1 Mar 2024, In: Robotics and Technical Cybernetics. 12, 1, p. 46-54 9 p., 6.

    Research output: Contribution to journal › Article › peer-review

  11. 2023

  12. Development a prototype of the basic platform of the autonomous intelligent robotics system (AIRS)

    Kozulin, I., Chernyavskiy, A., Mashkov, N., Nazarov, A. & Kravchenko, O., 1 Dec 2023, In: Robotics and Technical Cybernetics. 11, 4, p. 303-311 9 p., 7.

    Research output: Contribution to journal › Article › peer-review

  13. Using PCA Machine Learning Approach Based on Psychological Questionnaires and Spectral Characteristics of the EEG to Separate the Healthy Participants and Participants with Major Depressive Disorder

    Merkulova, E. A., Kozulin, I. A., Savostyanov, A. N., Bocharov, A. V. & Privodnova, E. Y., 29 Jun 2023, p. 1740-1745. 6 p.

    Research output: Contribution to conference › Paper › peer-review

  14. Using PCA Machine Learning Approach Based on Psychological Questionnaires and Spectral Characteristics of the EEG to Separate the Healthy Participants and Participants with Major Depressive Disorder

    Merkulova, E. A., Kozulin, I. A., Savostyanov, A. N., Bocharov, A. V. & Privodnova, E. Y., 2023, 24th IEEE International Conference of Young Professionals in Electron Devices and Materials, EDM 2023; Novosibirsk; Russian Federation; 29 June 2023 до 3 July 2023. Institute of Electrical and Electronics Engineers Inc., p. 1740-1745 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  15. 2022

  16. Verification Method of Hypothesis Based on Different EEG Data Statistical Processing

    Merkulova, E. A., Ladonovskaya, K. V., Bocharov, A. V. & Kozulin, I. A., 2022, Proceedings of the 2022 IEEE 23rd International Conference of Young Professionals in Electron Devices and Materials, EDM 2022. IEEE Computer Society, p. 525-529 5 p. (International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM; vol. 2022-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

  17. 2021

  18. Interchannel nonlinearity compensation using a perturbative machine learning technique

    Kozulin, I. A. & Redyuk, A. A., 15 Aug 2021, In: Optics Communications. 493, 127026.

    Research output: Contribution to journal › Article › peer-review

  19. 2020

  20. Explosive vaporization of two- And three component liquid mixtures on microheater

    Kozulin, I. A., Bartkus, G. V. & Kuznetsov, V. V., 3 Dec 2020, In: Journal of Physics: Conference Series. 1677, 1, 012065.

    Research output: Contribution to journal › Conference article › peer-review

  21. АВТОНОМНАЯ МОБИЛЬНАЯ РОБОТОТЕХНИЧЕСКАЯ ПЛАТФОРМА ДЛЯ ОЧИСТКИ СНЕГА

    Окунев, А. Г., Назаров, А. Д., Козулин, И. А., Чернявский, А. Н., Горбань, Р. А., Кочетков, Д. Б. & Машков, Н. И., 24 Aug 2020, IPC No. E01H5/04, B25J9/16, B25J5/00, B25J19/02, Роспатент - Федеральная служба по интеллектуальной собственности, Patent No. 2730666, Priority date 24 Sept 2019, Priority No. 2019130141

    Research output: Patent › Patent for invention

  22. 2019

  23. Explosive vaporization of water-based nanofluid on a flat microheater

    Kozulin, I. A. & Kuznetsov, V. V., 26 Nov 2019, In: Journal of Physics: Conference Series. 1369, 1, 012042.

    Research output: Contribution to journal › Conference article › peer-review

  24. The dynamics of explosive vaporization of a two-component liquid mixture

    Kozulin, I. A. & Kuznetsov, V. V., 21 Nov 2019, In: Journal of Physics: Conference Series. 1359, 1, 4 p., 012052.

    Research output: Contribution to journal › Conference article › peer-review

  25. 2018

  26. An experimental investigation of gas-liquid flow characteristics in the microchannel

    Kozulin, I., 28 Nov 2018, In: Journal of Physics: Conference Series. 1105, 1, 4 p., 012087.

    Research output: Contribution to journal › Conference article › peer-review

  27. The dynamic of the water explosive vaporization on the flat microheater

    Kozulin, I. & Kuznetsov, V., 28 Nov 2018, In: Journal of Physics: Conference Series. 1105, 1, 4 p., 012061.

    Research output: Contribution to journal › Conference article › peer-review

  28. Dynamics of explosive vaporization in metastable liquids under pulsed heating

    Kozulin, I. & Kuznetsov, V., 28 Mar 2018, XV All-Russian Seminar "Dynamics of Multiphase Media", DMM 2017. Fomin (ed.). American Institute of Physics Inc., Vol. 1939. 6 p. 020045. (AIP Conference Proceedings; vol. 1939).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

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