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August 13, 2026
‘Working with AI Solves a Wide Range of Engineering Problems
Artificial intelligence is a working tool based on a balanced combination of algorithms and engineering. Experts and doctoral students from the HSE Moscow Institute of Electronics and Mathematics explain how AI technologies can improve an application, device, or system, and what engineering tasks are solved in the process.
August 12, 2026
‘I Would Like My Research to Help Make the World a Calmer and Better Place
Whatever task Saraa Ali, Junior Research Fellow at the Laboratory of Methods for Big Data Analysis (LAMBDA) of the AI and Digital Science Institute (HSE Faculty of Computer Science), is working on, she thinks about how it can benefit people. She told the Young Scientists of HSE University project about her large family, diagnosing three-phase motors, and her dream of building a children’s home in her native country.
August 11, 2026
‘The Peak of Stupidity and ‘The Valley of Despair: HSE Economists Propose an Explanation for the Dunning–Kruger Effect
The Dunning–Kruger effect, which describes a sharp surge in self-confidence among beginners followed by an equally rapid decline as they gain experience, can be explained by the nature of the learning process and the acquisition of new knowledge. This conclusion was reached by Andrey Vorchik of the HSE Faculty of Economic Sciences together with independent researcher Murat Mamyshev. They developed a mathematical model of learning and demonstrated how subjective confidence is formed and changes as knowledge accumulates, as well as how teachers can reduce the ‘valley of despair’ experienced by learners.

 

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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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