2 papers
nlin.CD2026
Set-Oriented Approach to the Analysis of Chaotic Itinerancy
Wojciech Jaworek, Paweł Pilarczyk
Chaotic itinerancy (CI), brought to attention, among others, by K. Ikeda, I. Tsuda and K. Kaneko in the early 1990s, is a phenomenon in which trajectories in a dynamical system exp…
cs.NE2024
Preserving Information: How does Topological Data Analysis improve Neural Network performance?
A. Stolarek, W. Jaworek
Artificial Neural Networks (ANNs) require significant amounts of data and computational resources to achieve high effectiveness in performing the tasks for which they are trained.…