Тюкин Иван Юрьевич
Общие сведения
Научная Работа
Образование, учёные степени и учёные звания
Высшее образование
специалист. Специальность: управление и информатика в технических системах. Квалификация: инженер.
Список преподаваемых дисциплин
Публикации
2021
Публикации в научных журналахGorbany A.N., Grenchuk Bogdan, Mirkes E.M., Stasenko S.V., Tyukin I.Yu. High-dimensional separability for one-and few-shot learning // Entropy. № 23. V. 8. 2021. P. 1-52.
2019
Труды (тезисы) конференцииTyukin I.Y., Gorban A.N., Grechuk B., Green S. Kernel Stochastic Separation Theorems and Separability Characterizations of Kernel Classifiers // Proceeding of 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, 2019. Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/IJCNN.2019.8852278. 2019. P. 1-6.
Публикации в научных журналахTyukin I.Y., Iudin D., Iudin F., Tyukina T., Kazantsev V.B., Mukhina I.V., Gorban A.N. Simple model of complex dynamics of activity patterns in developing networks of neuronal cultures // PLoS ONE. № 6. V. 14. 2019. P. E0218304.
Gorban A.N., Burton R., Romanenko I., Tyukin I.Y. One-trial correction of legacy AI systems and stochastic separation theorems // Information Sciences. V. 484. 2019. P. 237-254.
Tyukin I.Y., Gorban A.N., Green S., Prokhorov D. Fast Construction of Correcting Ensembles for Legacy Artificial Intelligence Systems: Algorithms and a Case Study // Information Sciences. V. 485. 2019. P. 230-247.
Gorban A.N., Mirkes E.M., Tyukin I.Y. How Deep Should be the Depth of Convolutional Neural Networks: a Backyard Dog Case Study // Cognitive Computation. V. Onlin. 2019. P. N/A.
Gorban A.N., Makarov V.A., Tyukin I.Y. The unreasonable effectiveness of small neural ensembles in high-dimensional brain // Physics of Life Reviews. V. 29. 2019. P. 55-88.
Gorban A.N., Makarov V.A., Tyukin I.Y. Symphony of high-dimensional brain // Physics of Life Reviews. V. 29. 2019. P. 115-119.
Gorban A.N., Makarov V.A., Tyukin I.Y. High-Dimensional Brain in a High-Dimensional World: Blessing of Dimensionality // Entropy. № 1. V. 22. 2019. P. Article number: 82.
