Promoting the Shift From Pixel-Level Correlations to Object Semantics Learning by Rethinking Computer Vision Benchmark Data Sets. - Maria Osório; Andreas Wichert (Neural Comput., 2024)

Can a Hebbian-like learning rule be avoiding the curse of dimensionality in sparse distributed data? - Maria Osório; Luis Sa-Couto; Andreas Wichert (Biol. Cybern., 2024)

Bilateral base-extension semantics. - Victor Barroso-Nascimento; Maria Osório (CoRR, 2025)