57221311621

IJC-8877-2023

fR4qppEAAAAJ

Ilia Vladimirovich Semenkov

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National Research University Higher School of Economics

Artificial Intelligence Research Institute

Publications

Citations

h-index

About

Hi! I’m Ilia — a research scientist on the Neurointerfaces team at AIRI and the Center for Bioelectrical Interfaces at HSE University, and a 4th‑year PhD candidate in Computer Science at HSE. My passion is building intelligent solutions at the crossroads of machine learning, AI, and neuroscience. I’ve published in leading international journals, am fluent in Python and deep‑learning frameworks, and have hands‑on experience leading AI projects as well as expertise in computer vision.

Right now, I’m tackling several ambitious challenges:

Foundation model for EEG data analysis — a universal backbone for a wide range of neuroscience applications;
Image decoding from non‑invasive neuroimaging using diffusion‑based neural networks;
Reconstruction of BOLD signals from multichannel EEG;
Speech‑activity brain mapping via machine learning and AI methods.

I’m always eager for new ideas — let’s discuss joint research, share expertise, or simply connect!

Research interests

Algorithms Artificial intelligence (AI) Artificial neural networks Cognitive Neuroscience Cognitive science Computer Science Computer vision Deep learning Electroencephalography (EEG) LLM Machine Learning Magnetic resonance imaging (MRI) Neural interfaces Neuroscience

Skills

Analytics Applied Research Bash Big Data Analysis Computer vision Data analysis Deep Learning Electroencephalogram (EEG) Git Image Processing LLM LaTex MNE-python Mathematical modelling Mathematical statistics NumPy Optimization Pandas Python Pytorch Research Management Scientific research Scikit-learn Student Leadership Teaching Writing and editing scientific articles fMRI

Education

National Research University Higher School of Economics (HSE)

2021 — present, Postgraduate, Faculty of Computer Science

National Research University Higher School of Economics (HSE)

2019 — 2021, Master, Faculty of Computer Science

National Research University Higher School of Economics (HSE)

2015 — 2019, Bachelor

Found

Total publications

Total citations

Citations per publication

4.79

Average publications per year

2.33

Average coauthors

9.57

Publications years

2020-2025 (6 years)

h-index

i10-index

m-index

0.67

o-index

g-index

w-index

Metrics description

h-index

A scientist has an h-index if h of his N publications are cited at least h times each, while the remaining (N - h) publications are cited no more than h times each.

https://www.pnas.org/doi/full/10.1073/pnas.0507655102

i10-index

The number of the author's publications that received at least 10 links each.

https://scholar.googleblog.com/2011/11/google-scholar-citations-open-to-all.html

m-index

The researcher's m-index is numerically equal to the ratio of his h-index to the number of years that have passed since the first publication.

https://harzing.com/publications/white-papers/reflections-on-the-h-index

o-index

The geometric mean of the h-index and the number of citations of the most cited article of the scientist.

https://arxiv.org/abs/1511.01545

g-index

For a given set of articles, sorted in descending order of the number of citations that these articles received, the g-index is the largest number such that the g most cited articles received (in total) at least g² citations.

https://doi.org/10.1007/s11192-006-0144-7

w-index

If w articles of a researcher have at least 10w citations each and other publications are less than 10(w+1) citations, then the researcher's w-index is equal to w.

https://doi.org/10.1002/asi.21276

Top-100

Fields of science

	1 2
General Materials Science	General Materials Science, 2, 14.29% General Materials Science 2 publications, 14.29%
Electrical and Electronic Engineering	Electrical and Electronic Engineering, 2, 14.29% Electrical and Electronic Engineering 2 publications, 14.29%
General Engineering	General Engineering, 2, 14.29% General Engineering 2 publications, 14.29%
General Computer Science	General Computer Science, 2, 14.29% General Computer Science 2 publications, 14.29%
General Chemistry	General Chemistry, 1, 7.14% General Chemistry 1 publication, 7.14%
General Chemical Engineering	General Chemical Engineering, 1, 7.14% General Chemical Engineering 1 publication, 7.14%
Multidisciplinary	Multidisciplinary, 1, 7.14% Multidisciplinary 1 publication, 7.14%
Biomedical Engineering	Biomedical Engineering, 1, 7.14% Biomedical Engineering 1 publication, 7.14%
Cellular and Molecular Neuroscience	Cellular and Molecular Neuroscience, 1, 7.14% Cellular and Molecular Neuroscience 1 publication, 7.14%
Human Factors and Ergonomics	Human Factors and Ergonomics, 1, 7.14% Human Factors and Ergonomics 1 publication, 7.14%
	1 2

Journals

	1 2
Journal of Neural Engineering	Journal of Neural Engineering, 2, 14.29% Journal of Neural Engineering 2 publications, 14.29%
IEEE Access	IEEE Access, 2, 14.29% IEEE Access 2 publications, 14.29%
Scientific data	Scientific data, 1, 7.14% Scientific data 1 publication, 7.14%
Frontiers in Artificial Intelligence and Applications	Frontiers in Artificial Intelligence and Applications, 1, 7.14% Frontiers in Artificial Intelligence and Applications 1 publication, 7.14%
Color Research and Application	Color Research and Application, 1, 7.14% Color Research and Application 1 publication, 7.14%
NeuroImage	NeuroImage, 1, 7.14% NeuroImage 1 publication, 7.14%
PLoS ONE	PLoS ONE, 1, 7.14% PLoS ONE 1 publication, 7.14%
	1 2

Citing journals

	5 10 15 20 25 30 35
Journal not defined	Journal not defined, 34, 50.75% Journal not defined 34 citations, 50.75%
IEEE Access	IEEE Access, 4, 5.97% IEEE Access 4 citations, 5.97%
Journal of Electronic Imaging	Journal of Electronic Imaging, 3, 4.48% Journal of Electronic Imaging 3 citations, 4.48%
Lecture Notes in Computer Science	Lecture Notes in Computer Science, 2, 2.99% Lecture Notes in Computer Science 2 citations, 2.99%
Pattern Recognition and Image Analysis	Pattern Recognition and Image Analysis, 2, 2.99% Pattern Recognition and Image Analysis 2 citations, 2.99%
Communications in Computer and Information Science	Communications in Computer and Information Science, 2, 2.99% Communications in Computer and Information Science 2 citations, 2.99%
Pattern Recognition	Pattern Recognition, 2, 2.99% Pattern Recognition 2 citations, 2.99%
Color Research and Application	Color Research and Application, 2, 2.99% Color Research and Application 2 citations, 2.99%
Technologies	Technologies, 2, 2.99% Technologies 2 citations, 2.99%
Abdominal Radiology	Abdominal Radiology, 1, 1.49% Abdominal Radiology 1 citation, 1.49%
Scientific data	Scientific data, 1, 1.49% Scientific data 1 citation, 1.49%
Entropy	Entropy, 1, 1.49% Entropy 1 citation, 1.49%
Optical Review	Optical Review, 1, 1.49% Optical Review 1 citation, 1.49%
Frontiers in Psychology	Frontiers in Psychology, 1, 1.49% Frontiers in Psychology 1 citation, 1.49%
IEEE/CAA Journal of Automatica Sinica	IEEE/CAA Journal of Automatica Sinica, 1, 1.49% IEEE/CAA Journal of Automatica Sinica 1 citation, 1.49%
Expert Systems with Applications	Expert Systems with Applications, 1, 1.49% Expert Systems with Applications 1 citation, 1.49%
ACM Transactions on Multimedia Computing, Communications and Applications	ACM Transactions on Multimedia Computing, Communications and Applications, 1, 1.49% ACM Transactions on Multimedia Computing, Communications and Applications 1 citation, 1.49%
IEEE Sensors Journal	IEEE Sensors Journal, 1, 1.49% IEEE Sensors Journal 1 citation, 1.49%
Sensors	Sensors, 1, 1.49% Sensors 1 citation, 1.49%
NeuroImage	NeuroImage, 1, 1.49% NeuroImage 1 citation, 1.49%
Journal of the Optical Society of America A: Optics and Image Science, and Vision	Journal of the Optical Society of America A: Optics and Image Science, and Vision, 1, 1.49% Journal of the Optical Society of America A: Optics and Image Science, and Vision 1 citation, 1.49%
Remote Sensing	Remote Sensing, 1, 1.49% Remote Sensing 1 citation, 1.49%
SN Computer Science	SN Computer Science, 1, 1.49% SN Computer Science 1 citation, 1.49%
	5 10 15 20 25 30 35

Publishers

	1 2
IOP Publishing	IOP Publishing, 2, 14.29% IOP Publishing 2 publications, 14.29%
Institute of Electrical and Electronics Engineers (IEEE)	Institute of Electrical and Electronics Engineers (IEEE), 2, 14.29% Institute of Electrical and Electronics Engineers (IEEE) 2 publications, 14.29%
Springer Nature	Springer Nature, 1, 7.14% Springer Nature 1 publication, 7.14%
Wiley	Wiley, 1, 7.14% Wiley 1 publication, 7.14%
Elsevier	Elsevier, 1, 7.14% Elsevier 1 publication, 7.14%
IOS Press	IOS Press, 1, 7.14% IOS Press 1 publication, 7.14%
Public Library of Science (PLoS)	Public Library of Science (PLoS), 1, 7.14% Public Library of Science (PLoS) 1 publication, 7.14%
	1 2

Organizations from articles

	1 2 3 4 5 6 7
National Research University Higher School of Economics	National Research University Higher School of Economics, 7, 50% National Research University Higher School of Economics 7 publications, 50%
Organization not defined	Organization not defined, 6, 42.86% Organization not defined 6 publications, 42.86%
Artificial Intelligence Research Institute	Artificial Intelligence Research Institute, 6, 42.86% Artificial Intelligence Research Institute 6 publications, 42.86%
Institute for Information Transmission Problems of the Russian Academy of Sciences	Institute for Information Transmission Problems of the Russian Academy of Sciences, 2, 14.29% Institute for Information Transmission Problems of the Russian Academy of Sciences 2 publications, 14.29%
University of Zagreb	University of Zagreb, 2, 14.29% University of Zagreb 2 publications, 14.29%
Lomonosov Moscow State University	Lomonosov Moscow State University, 1, 7.14% Lomonosov Moscow State University 1 publication, 7.14%
Pirogov Russian National Research Medical University	Pirogov Russian National Research Medical University, 1, 7.14% Pirogov Russian National Research Medical University 1 publication, 7.14%
Image Processing Systems Institute	Image Processing Systems Institute, 1, 7.14% Image Processing Systems Institute 1 publication, 7.14%
Moscow State University of Psychology and Education	Moscow State University of Psychology and Education, 1, 7.14% Moscow State University of Psychology and Education 1 publication, 7.14%
Sclifosovsky Research Institute for Emergency Medicine	Sclifosovsky Research Institute for Emergency Medicine, 1, 7.14% Sclifosovsky Research Institute for Emergency Medicine 1 publication, 7.14%
National Medical and Surgical Center named after N.I. Pirogov	National Medical and Surgical Center named after N.I. Pirogov, 1, 7.14% National Medical and Surgical Center named after N.I. Pirogov 1 publication, 7.14%
PJSC Sberbank	PJSC Sberbank, 1, 7.14% PJSC Sberbank 1 publication, 7.14%
King Abdullah University of Science and Technology	King Abdullah University of Science and Technology, 1, 7.14% King Abdullah University of Science and Technology 1 publication, 7.14%
Tampere University	Tampere University, 1, 7.14% Tampere University 1 publication, 7.14%
Nanjing University	Nanjing University, 1, 7.14% Nanjing University 1 publication, 7.14%
University of Milano-Bicocca	University of Milano-Bicocca, 1, 7.14% University of Milano-Bicocca 1 publication, 7.14%
Massachusetts General Hospital	Massachusetts General Hospital, 1, 7.14% Massachusetts General Hospital 1 publication, 7.14%
	1 2 3 4 5 6 7

Countries from articles

	1 2 3 4 5 6 7 8 9
Russia	Russia, 9, 64.29% Russia 9 publications, 64.29%
Country not defined	Country not defined, 7, 50% Country not defined 7 publications, 50%
USA	USA, 2, 14.29% USA 2 publications, 14.29%
Croatia	Croatia, 2, 14.29% Croatia 2 publications, 14.29%
China	China, 1, 7.14% China 1 publication, 7.14%
Italy	Italy, 1, 7.14% Italy 1 publication, 7.14%
Saudi Arabia	Saudi Arabia, 1, 7.14% Saudi Arabia 1 publication, 7.14%
Finland	Finland, 1, 7.14% Finland 1 publication, 7.14%
	1 2 3 4 5 6 7 8 9

Citing organizations

	5 10 15 20 25 30 35 40
Organization not defined	Organization not defined, 37, 55.22% Organization not defined 37 citations, 55.22%
National Research University Higher School of Economics	National Research University Higher School of Economics, 7, 10.45% National Research University Higher School of Economics 7 citations, 10.45%
Artificial Intelligence Research Institute	Artificial Intelligence Research Institute, 5, 7.46% Artificial Intelligence Research Institute 5 citations, 7.46%
University of Milano-Bicocca	University of Milano-Bicocca, 3, 4.48% University of Milano-Bicocca 3 citations, 4.48%
Wuhan University	Wuhan University, 2, 2.99% Wuhan University 2 citations, 2.99%
Kyungpook National University	Kyungpook National University, 2, 2.99% Kyungpook National University 2 citations, 2.99%
Massachusetts General Hospital	Massachusetts General Hospital, 2, 2.99% Massachusetts General Hospital 2 citations, 2.99%
Lomonosov Moscow State University	Lomonosov Moscow State University, 1, 1.49% Lomonosov Moscow State University 1 citation, 1.49%
Moscow Institute of Physics and Technology	Moscow Institute of Physics and Technology, 1, 1.49% Moscow Institute of Physics and Technology 1 citation, 1.49%
Skolkovo Institute of Science and Technology	Skolkovo Institute of Science and Technology, 1, 1.49% Skolkovo Institute of Science and Technology 1 citation, 1.49%
National University of Science & Technology (MISiS)	National University of Science & Technology (MISiS), 1, 1.49% National University of Science & Technology (MISiS) 1 citation, 1.49%
Institute for Information Transmission Problems of the Russian Academy of Sciences	Institute for Information Transmission Problems of the Russian Academy of Sciences, 1, 1.49% Institute for Information Transmission Problems of the Russian Academy of Sciences 1 citation, 1.49%
Samara National Research University	Samara National Research University, 1, 1.49% Samara National Research University 1 citation, 1.49%
Innopolis University	Innopolis University, 1, 1.49% Innopolis University 1 citation, 1.49%
Image Processing Systems Institute	Image Processing Systems Institute, 1, 1.49% Image Processing Systems Institute 1 citation, 1.49%
Ivannikov Institute for System Programming of the Russian Academy of Sciences	Ivannikov Institute for System Programming of the Russian Academy of Sciences, 1, 1.49% Ivannikov Institute for System Programming of the Russian Academy of Sciences 1 citation, 1.49%
Federal Research Center Computer Science and Control of the Russian Academy of Sciences	Federal Research Center Computer Science and Control of the Russian Academy of Sciences, 1, 1.49% Federal Research Center Computer Science and Control of the Russian Academy of Sciences 1 citation, 1.49%
PJSC Sberbank	PJSC Sberbank, 1, 1.49% PJSC Sberbank 1 citation, 1.49%
Hanoi University of Science and Technology	Hanoi University of Science and Technology, 1, 1.49% Hanoi University of Science and Technology 1 citation, 1.49%
Sichuan University	Sichuan University, 1, 1.49% Sichuan University 1 citation, 1.49%
University of Electronic Science and Technology of China	University of Electronic Science and Technology of China, 1, 1.49% University of Electronic Science and Technology of China 1 citation, 1.49%
Tampere University	Tampere University, 1, 1.49% Tampere University 1 citation, 1.49%
Nanjing University	Nanjing University, 1, 1.49% Nanjing University 1 citation, 1.49%
Tianjin University	Tianjin University, 1, 1.49% Tianjin University 1 citation, 1.49%
North University of China	North University of China, 1, 1.49% North University of China 1 citation, 1.49%
Dalian Polytechnic University	Dalian Polytechnic University, 1, 1.49% Dalian Polytechnic University 1 citation, 1.49%
University of Agder	University of Agder, 1, 1.49% University of Agder 1 citation, 1.49%
Anhui University	Anhui University, 1, 1.49% Anhui University 1 citation, 1.49%
Chulalongkorn University	Chulalongkorn University, 1, 1.49% Chulalongkorn University 1 citation, 1.49%
Chinese University of Hong Kong	Chinese University of Hong Kong, 1, 1.49% Chinese University of Hong Kong 1 citation, 1.49%
Harvard University	Harvard University, 1, 1.49% Harvard University 1 citation, 1.49%
Mass General Brigham	Mass General Brigham, 1, 1.49% Mass General Brigham 1 citation, 1.49%
Brigham and Women's Hospital	Brigham and Women's Hospital, 1, 1.49% Brigham and Women's Hospital 1 citation, 1.49%
Henan University of Urban Construction	Henan University of Urban Construction, 1, 1.49% Henan University of Urban Construction 1 citation, 1.49%
University of Leeds	University of Leeds, 1, 1.49% University of Leeds 1 citation, 1.49%
University of Salzburg	University of Salzburg, 1, 1.49% University of Salzburg 1 citation, 1.49%
Yamaguchi University	Yamaguchi University, 1, 1.49% Yamaguchi University 1 citation, 1.49%
University of Zagreb	University of Zagreb, 1, 1.49% University of Zagreb 1 citation, 1.49%

	5 10 15 20 25 30 35 40

Citing countries

	5 10 15 20 25
Country not defined	Country not defined, 22, 32.84% Country not defined 22 citations, 32.84%
Russia	Russia, 14, 20.9% Russia 14 citations, 20.9%
China	China, 13, 19.4% China 13 citations, 19.4%
USA	USA, 4, 5.97% USA 4 citations, 5.97%
India	India, 4, 5.97% India 4 citations, 5.97%
Italy	Italy, 4, 5.97% Italy 4 citations, 5.97%
Canada	Canada, 3, 4.48% Canada 3 citations, 4.48%
Republic of Korea	Republic of Korea, 3, 4.48% Republic of Korea 3 citations, 4.48%
Switzerland	Switzerland, 3, 4.48% Switzerland 3 citations, 4.48%
Germany	Germany, 2, 2.99% Germany 2 citations, 2.99%
United Kingdom	United Kingdom, 2, 2.99% United Kingdom 2 citations, 2.99%
Norway	Norway, 2, 2.99% Norway 2 citations, 2.99%
France	France, 1, 1.49% France 1 citation, 1.49%
Austria	Austria, 1, 1.49% Austria 1 citation, 1.49%
Vietnam	Vietnam, 1, 1.49% Vietnam 1 citation, 1.49%
Spain	Spain, 1, 1.49% Spain 1 citation, 1.49%
Thailand	Thailand, 1, 1.49% Thailand 1 citation, 1.49%
Finland	Finland, 1, 1.49% Finland 1 citation, 1.49%
Croatia	Croatia, 1, 1.49% Croatia 1 citation, 1.49%
Japan	Japan, 1, 1.49% Japan 1 citation, 1.49%
	5 10 15 20 25