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May 25, 2026
HSE Scientists Train Neural Network to 'Hear' Faults in Electric Motors
Researchers at the AI and Digital Science Institute of the HSE Faculty of Computer Science have developed a new method—the Signature-Guided Data Augmentation (SGDA) framework—that achieves 99% accuracy in motor fault detection and 86% accuracy in fault classification. The application of this approach can reduce industrial equipment repair costs, minimise downtime, and improve production safety. The study results have been published in Engineering Applications of Artificial Intelligence.
May 25, 2026
'The Humanities Serve as a Conscience'
Maria Mizernaia studies Soviet literature and the history of book publishing. In this interview for the HSE Young Scientists project, she discusses plans to publish a novel about besieged Leningrad, AI-provoked reflections on what it means to be human, and how novels can help satisfy our dopamine hunger.
May 25, 2026
Is It Possible to Predict a Citys Life Based on the Shape of Its Neighbourhoods?
Is it possible to predict, based on the configuration of streets and buildings, where a café will open or where traffic congestion will occur? Participants in the Spatial Analysis and Modelling of Urban Processes research and study group use open data and machine learning to identify universal patterns. Alexander Sheludkov and Eduard Somov discuss the purpose of comparing cities, the need for new forms of urban statistics, and how open data is transforming approaches to urban studies.

 

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Свободное действие и его психофизиологические корреляты

Культурно-историческая психология. 2024. Т. 20. № 2. С. 15–22.
Сизикова Т. Э., Леонов С. В., Polikanova I.

The concept of “free action” was introduced by L.S. Vygotsky to explain the driving forces of mental development. Using the method of reconstruction, we determined that the trinity of awareness (awareness — logicality — arbitrariness) in each mental function is transformed in the process of development into the trinity of reflection — motive — will, which represents “free action”. We investigated three properties of free action: reflection of the whole psyche in itself (permeation of triangular connections of mental functions); fulfillment of a dynamic function as a way of development; connection with neuropsychic and vegetative structures of the organism. Results: the contradictions between L.S.Vygotsky’s methodological reflection and our reconstruction of his ideas about psyche as a dynamic triangular network are highlighted; the regulatory function of free action is substantiated; the connection of free action with electrophysiological and vegetative parameters of the organism is established; the age limit of qualitative changes in free action is marked.

Research target: Psychology
Language: Russian
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Keywords: рефлексияcultural-historical psychologyreflectionвегетативная нервная система человека БИОЭЛЕКТРИЧЕСКАЯ АКТИВНОСТЬ ГОЛОВНОГО МОЗГАвариабельность сердечного ритмаfree actionautonomic nervous system heart rate variabilityКультурно-историческая психологияelectrical activity of the brainтриангулярная динамическая сеть психикисвободное действие
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