Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Application of the complex systems theory in multidimensional fluctuation analysis of human brain EEG signals

2015/17/D/ST2/03492

Keywords:

fluctuations electroencephalography EEG complex networks random matrix theory

Descriptors:

  • ST2_18:
  • NZ4_9:
  • HS6_5:

Panel:

ST2 - Fundamental constituents of matter: particle, nuclear, plasma, atomic, molecular, gas and optical physics

Host institution :

Uniwersytet Jagielloński, Wydział Fizyki, Astronomii i Informatyki Stosowanej

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Jeremi Kazimierz Ochab 

Number of co-investigators in the project: 3

Call: SONATA 9 - announced on 2015-03-16

Amount awarded: 674 200 PLN

Project start date (Y-m-d): 2016-03-03

Project end date (Y-m-d): 2020-03-02

Project duration:: 48 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Equipment purchased [PL]

  1. Zestaw aparatury do elektroencefalografii ze 128 aktywnymi elektrodami (1 626 PLN)
  2. Rurka szklana do lepkościomierza Hopplera.

Information in the final report

  • Publication in academic press/journals (3)
  • Articles in post-conference publications (2)
  • Book publications / chapters in book publications (1)
  1. Evaluating the reliability of neurocognitive biomarkers of neurodegenerative diseases across countries: A machine learning approach
    Authors:
    M. Belen Bachli, Lucas Sedeño, Jeremi K. Ochab, Olivier Piguet, Fiona Kumfor, Pablo Reyes, Teresa Torralva, María Roca, Juan Felipe Cardona, Cecilia Gonzalez Campo, Eduar Herrera, Andrea Slachevsky, Diana Matallana, Facundo Manes, Adolfo M. García, Agustín Ibáñez, and Dante R. Chialvo
    Academic press:
    NeuroImage (rok: 2020, tom: 208, strony: 116456), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.neuroimage.2019.116456 - link to the publication
  2. On the pros and cons of using temporal derivatives to assess brain functional connectivity
    Authors:
    Jeremi K. Ochab, Wojciech Tarnowski, Maciej A. Nowak, Dante R. Chialvo
    Academic press:
    NeuroImage (rok: 2019, tom: 184, strony: 577-585), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.neuroimage.2018.09.063 - link to the publication
  3. The N250 Event-related Potential as an Index of Face Familiarity: A Replication Study
    Authors:
    Werner Sommer, Katarzyna Stapor, Grzegorz Kończak, Krzysztof Kotowski,Piotr Fabian, Jeremi Ochab, Anna Bereś, Grażyna Ślusarczyk
    Status:
    Accepted for publication
  1. Brain dynamic functional connectivity: lesson from temporal derivatives and autocorrelations
    Authors:
    Jeremi Ochab, Wojciech Tarnowski, Maciej Nowak, Dante Chialvo
    Conference:
    28th Annual Computational Neuroscience Meeting: CNS*2019 (rok: 2019, ), Wydawca: BMC Neuroscience
    Data:
    konferencja 13-17.07.2019
    Status:
    Published
    DOI:
    link to the publication
  2. Nonlinear functional co-activations: dynamical, directed and delayed
    Authors:
    Ignacio Cifre, Jeremi Ochab, Dante Chialvo, Tatiana Miller
    Conference:
    28th Annual Computational Neuroscience Meeting: CNS*2019 (rok: 2019, ), Wydawca: BMC Neuroscience
    Data:
    konferencja 13-17.07.2019
    Status:
    Published
    DOI:
    link to the publication
  1. Deep Learning Methods in Electroencephalography
    Authors:
    Krzysztof Kotowski, Katarzyna Stapor, Jeremi Ochab
    Book:
    Machine Learning Paradigms. Learning and Analytics in Intelligent Systems (rok: 2020, tom: 18, strony: 191-212), Wydawca: Springer
    Status:
    Published

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