Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Master's degree, Engineering and Technology, St. Petersburg State University
Award Date: 20 Jun 2013
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Dive into the research topics where Ivan Zubarev is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Pipeline for Automatic Brain Stimulation with Real-Time Machine-Learning-Based Decoding of EEG Responses
Makkonen, M., Kahilakoski, O-P., Alkio, K., Zubarev, I., Ilmoniemi, R. J., Mutanen, T. P. & Lioumis, P., 2024, p. 497-499. 3 p.Research output: Contribution to conference › Abstract › Scientific › peer-review
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Robust discrimination of multiple naturalistic same-hand movements from MEG signals with convolutional neural networks
Zubarev, I., Nurminen, M. & Parkkonen, L., 20 May 2024, In: Imaging Neuroscience. 2024, 2, p. 1-15 15 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Downloads (Pure) -
DELMEP : a deep learning algorithm for automated annotation of motor evoked potential latencies
Milardovich, D., Souza, V. H., Zubarev, I., Tugin, S., Nieminen, J. O., Bigoni, C., Hummel, F. C., Korhonen, J. T., Aydogan, D. B., Lioumis, P., Taherinejad, N., Grasser, T. & Ilmoniemi, R. J., Dec 2023, In: Scientific Reports. 13, 1, p. 1-11 11 p., 8225.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)36 Downloads (Pure) -
MNEflow: Neural networks for EEG/MEG decoding and interpretation
Zubarev, I., Vranou, G. & Parkkonen, L., Jan 2022, In: SoftwareX. 17, p. 1-5 5 p., 100951.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)569 Downloads (Pure) -
Developing machine-learning methods for the analysis of electromagnetic brain activity
Zubarev, I., 2021, Aalto University. 118 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access
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DIGIMIND: Psykofysiologinen mittaus ja seuranta mielentilan dig.indikaattorina DIGIMIND
Parkkonen, L., Zubarev, I., Avendano Diaz, J., Edström, J., Saarro, E., Egorova, K. & Laiho, T.
01/01/2023 → 31/12/2025
Project: Business Finland: Strategic centres for science, technology and innovation (SHOK)
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MACQSIMAL: Miniature Atomic vapor-Cells Quantum devices for SensIng and Metrology AppLications
Parkkonen, L., Avendano Diaz, J., Helle, L., Pamilo, S., Zetter, R., Zubarev, I., Henttonen, M., Grön, M., Iivanainen, J., Ahola, O., Pfeiffer, C. & Lauronen, S.
01/10/2018 → 30/06/2022
Project: EU: Framework programmes funding
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HRMEG: High-resolution magnetoencephalography: Towards non-invasive corticography
Iivanainen, J., Parkkonen, L., Zubarev, I., Anelli, M., Avendano Diaz, J., Grön, M., Helle, L., Nurminen, M., Zetter, R., Hietala, P., Yamin, A., Henttonen, M., Puthanmadam Subramaniyam, N., Zhigalov, A., Ahola, O., Simanainen, S., Pfeiffer, C., Lauronen, S. & Terborg, H.
22/08/2016 → 31/08/2022
Project: EU: ERC grants
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A real-time machine-learning neurofeedback system for facilitating sustained attention and mindfulness
01/01/2016 → 31/12/2017
Project: Academy of Finland: Other research funding
Datasets
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MEG dataset for the article "MEG signature of social conformity: Evidence from evoked and induced responses"
Zubarev, I. (Creator), Klucharev, V. (Creator), Ossadtchi, A. (Creator) & Shestakova, A. (Creator), Zenodo, 2015
DOI: 10.5281/zenodo.16639
Dataset
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DELMEP: A deep learning algorithm for automated annotation of motor evoked potential latencies
Milardovich, D. (Creator), Souza, V. (Creator), Zubarev, I. (Creator), Tugin, S. (Creator), Nieminen, J. (Creator), Bigoni, C. (Creator), Hummel, F. C. (Creator), Korhonen, J. (Creator), Aydogan, D. B. (Creator), Lioumis, P. (Creator), Taherinejad, N. (Creator), Grasser, T. (Creator) & Ilmoniemi, R. (Creator), Zenodo, 10 May 2023
DOI: 10.5281/zenodo.7920466, https://zenodo.org/record/7920467
Dataset: Software or code