Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

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In search of the sources of brain's cognitive activity

2016/20/W/NZ4/00354

Keywords:

attention EEG fingerprint EEG signal processing fMRI-neurofeedback

Descriptors:

  • NZ4_7: Neurophysiology
  • NZ4_10: Neuroimaging and computational neuroscience

Panel:

NZ4 - Biology of tissues, organs and organisms: morphology and functions of animal's and human's systems, organs and organisms, experimental medicine, basics of neurology

Host institution :

Uniwersytet Mikołaja Kopernika, Wydział Fizyki, Astronomii i Informatyki Stosowanej

woj. kujawsko-pomorskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

prof. Andrzej Cichocki 

Number of co-investigators in the project: 24

Call: SYMFONIA 4

Amount awarded: 4 824 800 PLN

Project start date (Y-m-d): 2016-11-28

Project end date (Y-m-d): 2024-09-27

Project duration:: 60 months (the same as in the proposal)

Project status: Pending project

Information in the final report

  • Publication in academic press/journals (44)
  • Articles in post-conference publications (6)
  • Book publications / chapters in book publications (2)
  1. Brain-Computer Interface with Corrupted EEG Data: a Tensor Completion Approach
    Authors:
    J. Sole-Casals, C.F. Caiafa, Q. Zhao, A. Cichocki
    Academic press:
    Cognitive Computation (rok: 2018, tom: 10(6), strony: 1062), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s12559-018-9574-9 - link to the publication
  2. Feature selection method based on Menger curvature and LDA theory for a P300 brain–computer interface
    Authors:
    Li S, Jin J, Daly I, Liu C, Cichocki A
    Academic press:
    Journal of Neural Engineering (rok: 2022, tom: 18(6), strony: 45304), Wydawca: IOP Science
    Status:
    Published
    DOI:
    10.1088/1741-2552/ac42b4 - link to the publication
  3. Large-scale brain networks underlying non-spatial attention updating: Towards understanding the function of the temporoparietal junction
    Authors:
    K Jurewicz, K Paluch, T Wolak, A Wróbel
    Academic press:
    Cortex (rok: 2020, tom: 133, strony: 247-265), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.cortex.2020.09.023 - link to the publication
  4. Motor Imagery EEG Classification Based on Riemannian Sparse Optimization and Dempster-Shafer Fusion of Multi-Time-Frequency Patterns
    Authors:
    J. Jin, T. Qu, R. Xu, X. Wang and A. Cichocki
    Academic press:
    IEEE Transactions on Neural Systems and Rehabilitation Engineering (rok: 2022, tom: 31, strony: 58-67), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TNSRE.2022.3217573 - link to the publication
  5. Privacy-Preserving Brain-Computer Interfaces: A Systematic Review.
    Authors:
    Kun Xia, Wlodzislaw Duch, Yu Sun, Kedi Xu, Weili Fang, Hanbin Luo, Yi Zhang, Dong Sang, Xiaodong Xu Fei-Yue Wang and Dongrui Wu
    Academic press:
    IEEE Transactions on Computational Social Systems (rok: 2023, tom: 10(5), strony: 2312-2324), Wydawca: IEEE
    Status:
    Published
    DOI:
    https://ieeexplore.ieee.org/document/9808103 - link to the publication
  6. Short-Time Fourier Transform and Embedding Method for Recurrence Quantification Analysis of EEG Time Series
    Authors:
    Furman Ł, Tołpa K, Minati L, Duch W.
    Academic press:
    European Physical Journal Special Topics (rok: 2022, tom: 232, strony: 135–149), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1140/epjs/s11734-022-00683-7 - link to the publication
  7. Sparse Group Representation Model for Motor Imagery EEG Classification
    Authors:
    Y. Jiao, Y. Zhang, X. Chen, E. Yin, J. Jin, W. Wang, A. Cichocki
    Academic press:
    IEEE Journal of Biomedical and Health Informatics (rok: 2019, tom: 23(2), strony: 631-641), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/JBHI.2018.2832538 - link to the publication
  8. Spatiotemporal Complexity Patterns of the Frontoparietal Network Predict Fluid Intelligence: Sex Matters.
    Authors:
    Joanna Dreszer, Marek Grochowski, Monika Lewandowska, Jan Nikadon, Joanna Gorgol, Bibianna Bałaj, Karolina Finc, Włodzisław Duch, Tomasz Piotrowski.
    Academic press:
    Human Brain Mapping (rok: 2020, tom: 41(17), strony: 4846-4865), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/hbm.25162 - link to the publication
  9. Spatiotemporal complexity patterns of resting‐state bioelectrical activity explain fluid intelligence: Sex matters
    Authors:
    Joanna Dreszer, Marek Grochowski, Monika Lewandowska, Jan Nikadon, Joanna Gorgol, Bibianna Bałaj, Karolina Finc, Włodzisław Duch, Tomasz Piotrowski.
    Academic press:
    Human Brain Mapping (rok: 2020, tom: 41(17), strony: 4846-4865), Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/hbm.25162 - link to the publication
  10. Whole Brain fMRI Pattern Analysis Based on Tensor Neural Network
    Authors:
    X. Xu, Q. Wu, S. Wang, J. Liu, J. Sun, A.Cichocki
    Academic press:
    IEEE ACCESS (rok: 2018, tom: 6, strony: 29297-29305), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2018.2815770 - link to the publication
  11. Common and distinct BOLD correlates of Simon and flanker conflicts which can(not) be reduced to time-on-task effects
    Authors:
    J Wojciechowski, K Jurewicz, P Dzianok, I Antonova, K Paluch, T. Wolak, E Kublik
    Academic press:
    Human Brain Mapping (rok: 2024, tom: 45, strony: e26549), Wydawca: Wiley
    Status:
    Accepted for publication
    DOI:
    10.1002/hbm.26549 - link to the publication
  12. Investigation of visual stimulus with various colors and the layout for the oddball paradigm in ERP-based BCI.
    Authors:
    Guo, M., Jin, J., Jiao, Y., Wang, X., & Cichocki, A.
    Academic press:
    Frontiers in Computational Neuroscience (rok: 2019, tom: 13, strony: 24), Wydawca: Frontiers
    Status:
    Published
    DOI:
    10.3389/fncom.2019.00024 - link to the publication
  13. Altered Visuospatial Processing in Schizophrenia: An Event-related Potential Microstate Analysis Comparing Patients with and without Hallucinations with Healthy Controls.
    Authors:
    Antonova, I., van Swam, C., Hubl, D., Griskova-Bulanova, I., Dierks, T., & Koenig, T.
    Academic press:
    Neuroscience. (rok: 2021, tom: 479, strony: 140-156), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.014 - link to the publication
  14. Beyond Difference in Reaction Time: Understanding Neuronal Activity during the Preparatory Period of the Decision Process
    Authors:
    K Paluch, K Jurewicz, A Wróbel
    Academic press:
    Journal of Cognitive Neuroscience (rok: 2021, tom: 33(2), strony: 263-278), Wydawca: MIT Press
    Status:
    Published
    DOI:
    10.1162/jocn_a_01648 - link to the publication
  15. Bispectrum-based Channel Selection for Motor Imagery based Brain-Computer Interfacing.
    Authors:
    Jing Jin, Chang Liu, Ian Daly,Yangyang Miao, Shurui Li, Xingyu Wang, Andrzej Cichocki,
    Academic press:
    IEEE Transactions on Neural Systems and Rehabilitation Engineering (rok: 2020, tom: 28(10), strony: 2153 - 2163), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TNSRE.2020.3020975 - link to the publication
  16. Distinguishable spatial-spectral feature learning neural network framework for motor imagery-based brain–computer interface.
    Authors:
    Liu, C., Jin, J., Xu, R., Li, S., Zuo, C., Sun, H., & Cichocki, A.
    Academic press:
    Journal of Neural Engineering (rok: 2021, tom: 18(4), strony: 4600000), Wydawca: IOP Science
    Status:
    Published
    DOI:
    10.1088/1741-2552/ac1d36 - link to the publication
  17. Kurt Lewin, psychological constructs and sources of brain cognitive activity.
    Authors:
    Włodzisław Duch
    Academic press:
    Polskie Forum Psychologiczne (Polish Psychological Forum) (rok: 2018, tom: 23(1), strony: 45494), Wydawca: Wyd. UKW
    Status:
    Published
    DOI:
    10.14656/PFP20180101 - link to the publication
  18. MV-PURE Spatial Filters With Application to EEG/MEG Source Reconstruction
    Authors:
    T. Piotrowski, J. Nikadon, D. Gutierrez
    Academic press:
    IEEE TRANSACTIONS ON SIGNAL PROCESSING (rok: 2019, tom: 67(3), strony: 553-567), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TSP.2018.2883851 - link to the publication
  19. ToFFi - Toolbox for Frequency-based Fingerprinting of Brain Signals.
    Authors:
    M.K. Komorowski, K. Rykaczewski, T. Piotrowski, K. Jurewicz, J. Wojciechowski, A. Keitel, J. Dreszer, W. Duch
    Academic press:
    Neurocomputing (rok: 2023, tom: 544, strony: 126236), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.neucom.2023.126236 - link to the publication
  20. Concept Representation and the Geometric Model of Mind
    Authors:
    Duch, W.
    Academic press:
    Studies in Logic, Grammar and Rhetoric (rok: 2022, tom: 67, strony: 151 - 167), Wydawca: Polish Society for Logic and Philosophy of Science
    Status:
    Published
    DOI:
    10.2478/slgr-2022-0009 - link to the publication
  21. Effects of Skin Friction on Tactile P300 Brain-Computer Interface Performance
    Authors:
    Ying Mao, Jing Jin, Shurui Li, Yangyang Miao, Andrzej Cichocki
    Academic press:
    Computational Intelligence and Neuroscience (rok: 2021, tom: 2021, strony: 45301), Wydawca: Hindawi
    Status:
    Published
    DOI:
    10.1155/2021/6694310 - link to the publication
  22. EmotionMeter: A Multimodal Framework for Recognizing Human Emotions
    Authors:
    W.-L. Zheng, W. Liu, Y. Lu, B.-L. Lu, A. Cichocki
    Academic press:
    IEEE TRANSACTIONS ON CYBERNETICS (rok: 2019, tom: 49(3), strony: 1110-1122), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TCYB.2018.2797176 - link to the publication
  23. Internal Feature Selection Method of CSP Based on L1-Norm and Dempster-Shafer Theory.
    Authors:
    Jing Jin , Ruocheng Xiao, Ian Daly, Yangyang Miao, Xingyu Wang, Andrzej Cichocki
    Academic press:
    IEEE Transactions on Neural Networks and Learning Systems (rok: 2020, tom: Early Access, strony: 45303), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TNNLS.2020.3015505 - link to the publication
  24. Mind as a shadow of neurodynamics.
    Authors:
    Włodzisław Duch
    Academic press:
    Physics of Life Reviews (rok: 2019, tom: 31, strony: 28-31), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.plrev.2019.01.023 - link to the publication
  25. Riemannian distance based channel selection and feature extraction combining discriminative time-frequency bands and Riemannian tangent space for MI-BCIs
    Authors:
    Tingnan Qu, Jing Jin, Ren Xu, Xingyu Wang and Andrzej Cichocki
    Academic press:
    Journal of Neural Engineering (rok: 2022, tom: 19, strony: 45307), Wydawca: IOP Science
    Status:
    Published
    DOI:
    10.1088/1741-2552/ac9338 - link to the publication
  26. A novel deep learning approach with data augmentation to classify motor imagery signals.
    Authors:
    Zhang, Z., Duan, F., Solé-Casals, J., Dinarès-Ferran, J., Cichocki, A., Yang, Z., & Sun, Z.
    Academic press:
    IEEE Access (rok: 2019, tom: 7, strony: 15945-15954), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2019.2895133 - link to the publication
  27. Face representations via Tensorfaces of various complexities
    Authors:
    Sidney R. Lehky, Anh-Huy Phan, Andrzej Cichocki, and Keiji Tanaka
    Academic press:
    Neural Computation (rok: 2020, tom: 32(2), strony: 281-329), Wydawca: MIT Press
    Status:
    Published
    DOI:
    10.1162/neco_a_01258 - link to the publication
  28. IDyOT architecture - is this how minds operate?
    Authors:
    Włodzisław Duch
    Academic press:
    Physics of Life Reviews (rok: 2020, tom: 34-35, strony: 54-56), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.plrev.2020.04.001 - link to the publication
  29. Large-scale brain networks underlying non-spatial attention updating: towards understanding the function of the temporoparietal junction
    Authors:
    Jurewicz K, Paluch K, Wolak T, Wróbel A,
    Academic press:
    Cortex (rok: 2020, tom: 133, strony: 247-265), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.cortex.2020.09.023 - link to the publication
  30. Novel channel selection model based on graph convolutional network for motor imagery
    Authors:
    Wei Liang, Jing Jin, Ian Daly, Hao Sun, Xingyu Wang & Andrzej Cichocki
    Academic press:
    Cognitive Neurodynamics (rok: 2022, tom: s11571-022-09892-1, strony: 45305), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s11571-022-09892-1 - link to the publication
  31. Sieci spoczynkowe i ich rola w zrozumieniu organizacji funkcjonalnej mózgu
    Authors:
    K Jurewicz
    Academic press:
    Kosmos (rok: 2020, tom: 69(1), strony: 105-121), Wydawca: Polskie Towarzystwo Przyrodników im. Kopernika
    Status:
    Published
    DOI:
    10.36921/kos.2020_2629 - link to the publication
  32. SincNet-Based Hybrid Neural Network for Motor Imagery EEG Decoding
    Authors:
    Chang Liu; Jing Jin; Ian Daly; Shurui Li; Hao Sun; Yitao Huang; Xingyu Wang; Andrzej Cichocki
    Academic press:
    IEEE Transactions on Neural Systems and Rehabilitation Engineering (rok: 2022, tom: 30, strony: 540 - 549), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TNSRE.2022.3156076 - link to the publication
  33. SupFunSim: spatial filtering toolbox for EEG.
    Authors:
    Rykaczewski, Krzysztof; Nikadon, Jan; Duch, Włodzisław; Piotrowski, Tomasz.
    Academic press:
    Neuroinformatics (rok: 2021, tom: 19, strony: 107-125), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s12021-020-09464-w - link to the publication
  34. The Nencki-Symfonia electroencephalography/event-related potential dataset: Multiple cognitive tasks and resting-state data collected in a sample of healthy adults
    Authors:
    Dzianok, P., Antonova, I., Wojciechowski, J., Dreszer, J., & Kublik, E.
    Academic press:
    GigaScience (rok: 2022, tom: 11, strony: 45301), Wydawca: Oxford University Press
    Status:
    Published
    DOI:
    10.1093/gigascience/giac015 - link to the publication
  35. A New Generation of Brain-Computer Interfaces Driven by Discovery of Latent EEG-fMRI Linkages Using Tensor Decomposition
    Authors:
    Gopikrishna Deshpande, D. Rangaprakash, Luke Oeding, Andrzej Cichocki, Xiaoping P. Hu
    Academic press:
    Frontiers in Neuroscience (rok: 2017, tom: 11, strony: 246), Wydawca: Frontiers
    Status:
    Published
    DOI:
    10.3389/fnins.2017.00246 - link to the publication
  36. A Regional Smoothing Block Sparse Bayesian Learning Method With Temporal Correlation for Channel Selection in P300 Speller
    Authors:
    6.X Zhao, J Jin, R Xu, S Li, H Sun, X Wang, A Cichocki
    Academic press:
    Frontiers in Human Neuroscience (rok: 2022, tom: 16:875851, strony: 45304), Wydawca: Frontiers
    Status:
    Published
    DOI:
    10.3389/fnhum.2022.875851 - link to the publication
  37. A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces: A 10-year Update.
    Authors:
    Lotte, F.; Bougrain, L.; Cichocki, A.; Clerc, M.; Congedo, M.; Rakotomamonjy, A.; Yger, F.
    Academic press:
    Journal of Neural Engineering (rok: 2018, tom: 15(3), strony: 31005), Wydawca: IOP Science
    Status:
    Published
    DOI:
    10.1088/1741-2552/aab2f2 - link to the publication
  38. Imagery agnosia and its phenomenology.
    Authors:
    Duch, W
    Academic press:
    Annals of Psychology (Roczniki Psychologiczne) (rok: 2022, tom: 24, strony: 45308), Wydawca: Towarzystwo Naukowe KUL
    Status:
    Published
    DOI:
    10.18290/rpsych21242-5s - link to the publication
  39. Learning Common Time-Frequency-Spatial Patterns for Motor Imagery Classification
    Authors:
    Miao, Y., Jin, J., Daly, I., Zuo, C., Wang, X., Cichocki, A., & Jung, T.-P.
    Academic press:
    IEEE Transactions on Neural Systems and Rehabilitation Engineering (rok: 2021, tom: 29, strony: 699–707), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TNSRE.2021.3071140 - link to the publication
  40. Memetics and Neural Models of Conspiracy Theories.
    Authors:
    W. Duch
    Academic press:
    Patterns (rok: 2021, tom: 2(11), strony: 100353), Wydawca: Cell Press
    Status:
    Published
    DOI:
    2, - link to the publication
  41. Multi-level Explanations in Neuroscience II: EEG Spectral Fingerprints and Tensor Decompositions for Understanding Brain Activity - initial results
    Authors:
    M. Komorowski, M. Aghabeig, J. Nikadon, T. Piotrowski, J. Dreszer, B. Bałaj, M. Lewandowska, J. Wojciechowski, N. Pawlaczyk, M. Szmytke, A. Cichocki, W. Duch
    Academic press:
    ACTA PHYSICA POLONICA B (rok: 2018, tom: 49(12), strony: 2011-2028), Wydawca: Jagiellonian University
    Status:
    Published
    DOI:
    10.5506/APhysPolB.49.2011 - link to the publication
  42. Multi-level explanations in neuroscience I: From genes to subjective experiences
    Authors:
    W. Duch
    Academic press:
    ACTA PHYSICA POLONICA B (rok: 2018, tom: 49(12), strony: 1981-2010), Wydawca: Jagiellonian University
    Status:
    Published
    DOI:
    10.5506/APhysPolB.49.1981 - link to the publication
  43. Novel Methodological Tools for Behavioral Interventions: The Case of HRV-Biofeedback. Sham Control and Quantitative Physiology-Based Assessment of Training Quality and Fidelity
    Authors:
    Ratajczak E, Hajnowski M, Stawicki M, Duch W.
    Academic press:
    Sensors (rok: 2021, tom: 21(11), strony: 3670), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/s21113670 - link to the publication
  44. Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI
    Authors:
    Y. Zhang, C.S. Nam, G. Zhou, J. Jin, X. Wang, A. Cichocki
    Academic press:
    IEEE TRANSACTIONS ON CYBERNETICS (rok: 2018, tom: (early access), strony: (early access)), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/TCYB.2018.2841847 - link to the publication
  1. Detecting attention in Hilbert-transformed EEG brain signals from simple-reaction and choice-reaction cognitive tasks
    Authors:
    Patrycja Dzianok; Marcin Kołodziej; Ewa Kublik
    Conference:
    2021 IEEE 21st International Conference on Bioinformatics and Bioengineering (BIBE) (rok: 2021, ), Wydawca: IEEE
    Data:
    konferencja 46685
    Status:
    Published
  2. Intelligence, resting-state microstates, and performance of conflict task: What microstate F can add to our knowledge?
    Authors:
    I Antonova, A Dobrzykowska, P Dzianok, Joanna Dresher, E Kublik
    Conference:
    The International Society for the Study of Individual Differences 2019 Conference". Personality and Individual Differences (rok: 2019, ), Wydawca: Elsevier
    Data:
    konferencja 43675
    Status:
    Published
  3. Correlates of fluid intelligence in spontaneous EEG microstates.
    Authors:
    Dobrzykowska, A., Antonova, I., Dzianok, P., & Dreszer, J.
    Conference:
    The International Society for the Study of Individual Differences 2019 Conference". Personality and Individual Differences (rok: 2019, ), Wydawca: Elsevier
    Data:
    konferencja 43675
    Status:
    Published
  4. Beamformer Design under Time-correlated Interference and Online Implementation: Brain-activity Reconstruction from EEG
    Authors:
    T. Kono, M. Yukawa and T. Piotrowski
    Conference:
    ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (rok: 2019, ), Wydawca: IEEE
    Data:
    konferencja 2019-05-12-17
    Status:
    Published
  5. Neural Mechanisms of Social Emotion Perception: An EEG Hyper-scanning Study
    Authors:
    L. Zhu, F. Lotte, G. Cui, J. Li, C. Zhou, A. Cichocki
    Conference:
    2018 International Conference on Cyberworlds (rok: 2018, ), Wydawca: IEEE
    Data:
    konferencja 3-5.X.
    Status:
    Published
  6. Time-frequency analysis combined with recurrence quantification for classification of onset of dementia using data from the oddball BCI paradigm
    Authors:
    Krystian Dereziński; Krzysztof Tołpa; Łukasz Furman; Tomasz M. Rutkowski; Wtodzisław Duch
    Conference:
    2022 Joint 12th International Conference on Soft Computing and Intelligent Systems, and 23rd International Symposium on Advanced Intelligent Systems (SCIS/ISIS 2022), Ise-Shima, Mie, Japan (rok: 2022, ), Wydawca: IEEE
    Data:
    konferencja 29.11.2022 - 02.12.2022
    Status:
    Published
    DOI:
    link to the publication
  1. Autism Spectrum Disorder and deep attractors in neurodynamics.
    Authors:
    Włodzisław Duch
    Book:
    Handbook of Multi-Scale Models of Brain Disorders: From Microscopic to Macroscopic Assessment of Brain Dynamics (rok: 2019, tom: I, Chapter 13, strony: 135-148), Wydawca: Springer
    Status:
    Published
  2. Zastosowanie analizy mikrostanów elektrofizjologicznej aktywności mózgu w badaniu neuronalnych korelatów różnic indywidualnych.
    Authors:
    Antonova, I., Dobrzykowska, A., Dreszer, J.
    Book:
    W: M. Trojan, M. Gut (red.). Nowe technologia i metody w psychologii. (rok: 2020, tom: 1, strony: 261–279), Wydawca: Wyd. UMK
    Status:
    Published

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