Over-complete blind source separation by applying sparse decomposition and information theoretic based probabilistic approach. - Alexei Ossadtchi; Shubha Kadambe (ICASSP, 2001)

Automated interictal spike detection and source localization in MEG using ICA and spatial-temporal clustering. - Alexei Ossadtchi; Richard M. Leahy; John C. Mosher; Nancy Lopez; William Sutherling (ISBI, 2002)

Local linear estimators for the bioelectromagnetic inverse problem. - R. E. Greenblatt; Alexei Ossadtchi; Mark E. Pflieger (IEEE Trans. Signal Process., 2005)

Mutual information spectrum for selection of event-related spatial components. Application to eloquent motor cortex mapping. - Alexei Ossadtchi; Platon Pronko; Sylvain Baillet; Mark E. Pflieger; Tatiana Alexandrovna Stroganova (Frontiers Neuroinformatics, 2013)

Source-space EEG neurofeedback links subjective experience with brain activity during effortless awareness meditation. - Remko van Lutterveld; Sean Dae Houlihan; Prasanta Pal; Matthew D. Sacchet; Cinque McFarlane-Blake; Payal R. Patel; John S. Sullivan; Alex Ossadtchi; Susan Druker; Clemens C. C. Bauer; Judson A. Brewer (NeuroImage, 2017)

NFBLab - A Versatile Software for Neurofeedback and Brain-Computer Interface Research. - Nikolai Smetanin; Ksenia Volkova; Stanislav Zabodaev; Mikhail A. Lebedev 001; Alexei Ossadtchi (Frontiers Neuroinformatics, 2018)

Phase shift invariant imaging of coherent sources (PSIICOS) from MEG data. - Alex Ossadtchi; Dmitrii Altukhov; Karim Jerbi (NeuroImage, 2018)

Decoding Movement From Electrocorticographic Activity: A Review. - Ksenia Volkova; Mikhail A. Lebedev 001; Alexander Kaplan; Alexei Ossadtchi (Frontiers Neuroinformatics, 2019)

Modified covariance beamformer for solving MEG inverse problem in the environment with correlated sources. - Aleksandra Kuznetsova; Yulia Nurislamova; Alexei Ossadtchi (NeuroImage, 2021)

fMRI from EEG is only Deep Learning away: the use of interpretable DL to unravel EEG-fMRI relationships. - Alexander Kovalev; Ilia Mikheev; Alexei Ossadtchi (CoRR, 2022)

Augmented Mirror Hand (MIRANDA): Advanced Training System for New Generation Prosthesis. - Alexander Kovalev; Anna Makarova; Matvey Antonov; Petr Chizhov; Vladislav Aksiotis; Andrey Tsurkan; Alexey Timchenko; Viacheslav Gostevskii; Vladislav Lomtev; Gleb Duplin; Alex Ossadtchi (HCI (44), 2023)

PSIICOS projection optimality for EEG and MEG based functional coupling detection. - Dmitrii Altukhov; Daria Kleeva; Alexei Ossadtchi (NeuroImage, 2023)

AI-Powered Virtual Reality System for Training Wrist Amputees to Use Advanced Prosthetic Solutions. - Vladislav Aksiotis; Oleg Sazonov; Kamila Nasrulina; Daria Medvedeva; Uliya Nekrasova; Alexei Ossadtchi (ECAI, 2024)

EEG-Based fMRI Digital Twin: Towards a Cheap and Ecological Approach to Measure Subcortical Brain Activity. - Nikolay Dagaev; Ilia Semenkov; Alexei Ossadtchi (ECAI, 2024)

Representational dissimilarity component analysis (ReDisCA). - Alexei Ossadtchi; Ilia Semenkov; Anna Zhuravleva; Vladimir V. Kozunov; Oleg Serikov; Ekaterina Voloshina (NeuroImage, 2024)

Context-dependent PSIICOS: A novel framework for functional connectivity estimation accounting for task-related power leakage. - Daria Kleeva; Alexei Ossadtchi (NeuroImage, 2025)

Sparse Sensor Layout Design via Recursive Orthogonalization of the Forward Solution Matrix With a Realistic Noises Environment in MEG. - Alexandra Razorenova; Anna Butorina; Ekaterina Skidchenko; Maxim Ostras; Alexei Ossadtchi; Nikolay A. Koshev (IEEE Trans. Instrum. Meas., 2025)

The Tale of Two Rooms: Comparison of QuSpin Zero-Field OPMs' Operation in Two Magnetically Shielded Environments. - Ekaterina Skidchenko; Anna Butorina; Nikita Fedosov; Oleg Shevtsov; Daria Medvedeva; Darisy G. Zhao; Ignat Dubynin; Maxim V. Fedorov; Nikolay A. Koshev; Alexei Ossadtchi (IEEE Trans. Instrum. Meas., 2025)