no code implementations • 16 Jan 2024 • Marcin Wątorek, Wojciech Tomczyk, Magda Gawłowska, Natalia Golonka-Afek, Aleksandra Żyrkowska, Monika Marona, Marcin Wnuk, Agnieszka Słowik, Jeremi K. Ochab, Magdalena Fafrowicz, Tadeusz Marek, Paweł Oświęcimka
Quantifying the complex/multifractal organization of the brain signals is crucial to fully understanding the brain processes and structure.
1 code implementation • 26 Jul 2023 • Jakub Janarek, Zbigniew Drogosz, Jacek Grela, Jeremi K. Ochab, Paweł Oświęcimka
This paper addresses the question of the brain's critical dynamics after an injury such as a stroke.
no code implementations • 27 Sep 2022 • Jeremi K. Ochab, Marcin Wątorek, Anna Ceglarek, Magdalena Fąfrowicz, Koryna Lewandowska, Tadeusz Marek, Barbara Sikora-Wachowicz, Paweł Oświęcimka
We applied detrended fluctuation analysis, power spectral density, and eigenanalysis of detrended cross-correlations to investigate fMRI data representing a diurnal variation of working memory in four visual tasks: two verbal and two nonverbal.
no code implementations • 17 Dec 2021 • Dante R. Chialvo, Ignacio Cifre, Jeremi K. Ochab
Already two decades passed since the first applications of graph theory to brain neuroimaging.
1 code implementation • 30 Jul 2020 • Ignacio Cifre, Maria T. Miller Flores, Jeremi K. Ochab, Dante R. Chialvo
We show that the proposed metric provides at once, without extensive numerical complications, directed information of the functional correlations, as well as a measure of temporal lags across regions, overall offering a different perspective in the analysis of brain co-activation patterns.