Luan Mantegazine, Claudio Geyer, Andrei Bieger, Diogo Souza, and Eduardo Zimmer. 2025. Performance evaluation of neural networks in federated learning for classification of alzheimer’s disease stages. In Anais do LII Seminário Integrado de Software e Hardware, julho 20, 2025, Maceió/AL, Brasil. SBC, Porto Alegre, Brasil, 49-60. DOI: https://doi.org/10.5753/semish.2025.7137.