51 citations · 51 across the 1 of their papers we have counts for
3 papers
Investigating structural and functional aspects of the brain's criticality in stroke
Jakub Janarek, Zbigniew Drogosz, Jacek Grela +2
This paper addresses the question of the brain's critical dynamics after an injury such as a stroke. It is hypothesized that the healthy brain operates near a phase transition (cri…
SLOVA: Uncertainty Estimation Using Single Label One-Vs-All Classifier
Bartosz Wójcik, Jacek Grela, Marek Śmieja +2
Deep neural networks present impressive performance, yet they cannot reliably estimate their predictive confidence, limiting their applicability in high-risk domains. We show that…
Dysonian dynamics of the Ginibre ensemble
Zdzisław Burda, Jacek Grela, Maciej A. Nowak +2
We study the time evolution of Ginibre matrices whose elements undergo Brownian motion. The non-Hermitian character of the Ginibre ensemble binds the dynamics of eigenvalues to the…