Bifurcation structure determines different phase-amplitude coupling patterns in the activity of biologically plausible neural networks. - Osvaldo Matías Velarde; Eugenio Urdapilleta; Germán Mato; Damián Dellavale (NeuroImage, 2019)

Independent evaluation of state-of-the-art deep networks for mammography. - Osvaldo Matías Velarde; Lucas Parrra (CoRR, 2022)

Architecture of the brain's visual system enhances network stability and performance through layers, delays, and feedback. - Osvaldo Matías Velarde; Hernán A. Makse; Lucas C. Parra (PLoS Comput. Biol., 2023)

The Role of Fibration Symmetries in Geometric Deep Learning. - Osvaldo Matías Velarde; Lucas C. Parra; Paolo Boldi; Hernán A. Makse (CoRR, 2024)

Recurrent Joint Embedding Predictive Architecture with Recurrent Forward Propagation Learning. - Osvaldo Matías Velarde; Lucas C. Parra (CoRR, 2024)