Learning invariant color features with sparse topographic restricted Boltzmann machines. - Hanlin Goh; Lukasz Kusmierz; Joo-Hwee Lim; Nicolas Thome; Matthieu Cord (ICIP, 2011)

Thermodynamics of Superdiffusion Generated by Lévy-Wiener Fluctuating Forces. - Lukasz Kusmierz; Bartlomiej Dybiec; Ewa Gudowska-Nowak (Entropy, 2018)

Hierarchy of chaotic dynamics in random modular networks. - Lukasz Kusmierz; Ulises Pereira-Obilinovic; Zhixin Lu; Dana Mastrovito; Stefan Mihalas (CoRR, 2024)

A Fokker-Planck-Based Loss Function that Bridges Dynamics with Density Estimation. - Zhixin Lu; Lukasz Kusmierz; Stefan Mihalas (CoRR, 2025)

Slow Transition to Low-Dimensional Chaos in Heavy-Tailed Recurrent Neural Networks. - Yi Xie; Stefan Mihalas; Lukasz Kusmierz (CoRR, 2025)