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July 20, 2026
Scientists Create Open Dataset for Studying Concentration
A team of Russian researchers, including scientists from HSE University–St Petersburg, has developed the first open multimodal dataset containing recordings of brain activity, heart function, and video observations to help researchers understand what happens in the human brain during deep concentration. In the future, the dataset could accelerate the development of neural interfaces, rehabilitation technologies, and AI systems. The article has been published in Scientific Data.
July 20, 2026
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An international group of researchers, including mathematicians from the AI and Digital Science Institute at the HSE Faculty of Computer Science, has provided a theoretical justification for a simple and computationally efficient method of estimating uncertainty in Stochastic Gradient Descent (SGD). The paper has been published on the scientific preprint server arXiv.org and presented at AISTATS 2026.

 

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The Fifth Generation of Revolution Studies. Part III: A Systematic Review of Substantive Findings (Repression, Success, and Outcomes of Revolutions)

Critical Sociology. 2025. Vol. 51. No. 4-5. P. 659–677.
Korotayev A., Egor Fain, Ustyuzhanin V., Leonid Grinin

This article is the final part of our systematic review of the substantive findings of fifth-generation revolution studies, building on the examination of the emergence and characteristics of this generation contained in the first article in the series. Our systematic review is divided into two parts. In this second and final part, the following areas of research explored by fifth-generation scholars will be specifically considered: (1) impact of repression on the course of revolutions; (2) causes and factors that contribute to the success of revolutions; and (3) the outcomes of revolutionary uprisings. This article also presents the authors’ vision of the tasks ahead for the fifth generation of revolution studies.

Research target: Sociology (including Demography and Anthropology Political Science, International Relations, and Public Administration
Language: English
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Keywords: revolutionsреволюции
Publication based on the results of:
State Resilience and National Security of Russia in the Context of the World Order Transformation (2025)
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