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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
‘Science Is Universal-It Knows No Borders
Fuad Aleskerov, Tenured Professor and Director of the International Centre of Decision Choice and Analysis at HSE University, together with his colleagues, has developed methods of network analysis in bibliometrics that have made it possible to identify patterns in the appearance and citation of publications in academic journals, as well as their influence on each other. When one or a number of studies are frequently cited by a wide range of journals, this is an indicator that the research is of high quality. By contrast, extensive cross-citation within a limited group of journals increases the likelihood of identifying a network of predatory publications.
July 20, 2026
Scientists Propose Method for More Efficient Resource Use in Machine Learning
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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Интегративный подход к преподаванию схемотехники аналоговых электронных устройств в программно-аппаратной среде NI ELVIS

Открытое образование. 2018. Т. 22. № 4. С. 4–11.
Stukach O., Mirmanov A.

Modern graduates need to work with electronic devices. On laboratory work, students conduct experiments to solve practical problems of researching real problems that arise in the design and operation of electronic devices. However, the shortage of laboratory equipment, its high cost and the shortage of laboratory assistants for maintenance and assistance in work reduces the quality of laboratory work. On the other hand, modern education is increasingly using a network resource. Virtual laboratories have their advantages, but even when carrying out a physical experiment in them, the sense of the reality of what is happening disappears. Effective solutions to the effectiveness and quality of conducting laboratory exercises can be found using a system of virtual instruments that can be accessed via the Internet or directly at the university.

The aim of the research is to show, by the example of one experimental device made on the National Instruments ELVIS platform, the advantages of a combined approach to learning - a successful combination of a virtual resource and a real physical experiment. The laboratory model described in the article is very practical for studying radio engineering devices, and it can ideologically serve as a basis for other similar developments.

The research was based on the prototype board for studying the basics of analog electronics for the NI ELVIS workstation, the cycle of laboratory work on the general technical discipline "Electronics", the results of their protection, and the results of intermediate student controls. In work methods: laboratory experiment, modeling, pedagogical testing were used.

The results of the research show that students feel the need for more knowledge about real processes and systems. This need is most evident in the direction of the preparation of bachelors of engineering and technology. They expect from a laboratory work a real physical experiment, but with the convenience of computer-processing results. A new paradigm for studying radio electronic devices based on physical experiments in a virtual instrument system gives an improvement in the quality of instruction and allows students to effectively study the circuitry of analog devices. The ideology of virtual instruments leads to more motivation for students, they get skills in working with modern measuring equipment and at the same time communication skills in a group, since the computer resource is used as a research tool, not the purpose of learning.

A physical experiment using virtual measuring instruments, accessibility and mobility of laboratory facilities, additional motivation of students are the main advantages of using the NI ELVIS hardware and software platform with a specialized breadboard model in the educational process.

Priority areas: engineering science
Language: Russian
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Keywords: образованиеaccessibility of higher education
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