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News
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.
June 5, 2026
‘In the Age of Technology, It Is Interesting to Look into the Past and Think about What We Can Take from It
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.
June 5, 2026
HSE Scientists Develop Method to Compress Large Language Models Without Losing Quality
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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Web application for motor rehabilitation after stroke based on neuroeconomic approaches

European Stroke Journal. 2021. Vol. 6. No. 1S. P. 512–513.
Novikov P., Panidi K., Germanova K., Nikulin V., Nazarova M.

Background and Aims:Learned non-use is a substantial problem for neurorehabilitation and it represents the difference between the functional capacity of an affected limb (e.g. based on the Fugl-Mayer scale) and the actual use of this limb in a daily life (e.g. using AAUT scale). Although the Constraint-Induced Therapy has proved its effectiveness, this approach has some methodological limitations, and it does not always guarantee active use of the affected limb after discharge from clinical premises. Regardless of an introduction of the International Classification of Functioning (ICF), which aims to integrate biological, psychological, and social factors for effective individualized rehabilitation protocols, rehabilitation is still on its way to becoming an ecological intervention. Nowadays, researchers are actively investigating possible directions towards making rehabilitation more patient-oriented, hence stimulating active participation in the treatment procedures. Methods: We developed a web application for stroke patients to investigate their motor decision making. The software is developed using the Blazor web framework. It allows to trace hand movements using the touch screen. Results: Web application is available by https://risk-n-reach. azurewebsites.net/. Two aims, sure and risky, are available for reaching by subject’s hand during each trial. Baseline stage consists of determining the probabilities of reaching a ‘risky’ aim at its different positions on a screen. After baseline stage it’s possible to suggest scores dependent on a ‘risky’ aim position. Conclusions: We expect that investigation of neuroeconomic parameters of motor decision making will be a step forward, which will help to overcome the learned non-use problem in stroke patients.

Research target: Basic Medicine Medical Technologies Biology Computer Science Psychology
Language: English
DOI
Keywords: web applicationneuroeconomicsmotor cortexstroke rehabilitationSoftwareupper limb
Publication based on the results of:
Fundamental study of the mechanisms of brain activity in the performance of cognitive and neuroeconomic tasks in health and disease using psychophysiological, neuroanatomical, neurocomputational and behavioral approaches (2021)
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