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June 5, 2026
Neural Network Maps as a Method for Constructing Mathematical Models
Scientists from HSE University–Nizhny Novgorod and the Institute of Physics Belgrade, Serbia, are jointly exploring the application of machine learning techniques and neural networks to the study of nonlinear dynamics. Natalya Stankevich, Leading Research Fellow at the Laboratory of Topological Methods in Dynamics of the Faculty of Informatics, Mathematics, and Computer Science at HSE University–Nizhny Novgorod, spoke to the HSE News Service about this international project.
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Polina Tabakova decided to apply for a Philology degree at HSE in Nizhny Novgorod because she grew up in Mari El and did not want to move far away from the Russian forests. In an interview for the Young Scientists of HSE University project, she spoke about the genre of the campus novel, the existential drama of Kolobok, and a blackout version of Eugene Onegin.
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Researchers from the AI and Digital Science Institute at the HSE Faculty of Computer Science have developed a new compression method for large language models such as GPT and LLaMA that reduces their size by 25–36% without additional training or significant loss of accuracy. This is the first approach to use mathematical transformations—specifically, rotations of model weights—to make models more amenable to compression with structured matrices. The study results have been published in ACL Findings 2025. The code is available on GitHub.

 

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Особенности представления пространства в сознании носителей русского языка (по данным ассоциативного эксперимента)

Этнопсихолингвистика. 2025. № №2 (21). С. 74–92.
Belova P.

The article presents the results of studying the peculiarities of space reflection in the minds of native Russian speakers using methods of associative experiment and subjective definitions, and describes diachronic changes in the content of the associative field of the word-stimulus space. In general, native Russian speakers perceive space primarily as a large unfilled area located outdoors and not limited in size, and only then as a specific place in which something can be located and which can be mastered. At the same time, for modern people, internal, personal space is important, which is a zone of physical and psychological comfort of a person. When describing space, people pay attention not only to its functionality, but also to its aesthetic properties, and also mention those who inhabit it and are around.

Language: Russian
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Keywords: spaceязыковая картина мирапространствоассоциативный экспериментlinguistic picture of the worldassociative experimentmental categorymethod of subjective definitionsментальная категорияметод субъективных дефиниций
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