Reduced order models of myelinated axonal compartments. - Daniel Ioan; Ruxandra Barbulescu; Luís Miguel Silveira; Gabriela Ciuprina (J. Comput. Neurosci., 2019)

Black-box model reduction of the C. Elegans nervous system*. - Ruxandra Barbulescu; L. Miguel Silveira (EMBC, 2021)

Modelling Neuronal Behaviour with Time Series Regression: Recurrent Neural Networks on C. Elegans Data. - Gonçalo Mestre; Ruxandra Barbulescu; Arlindo L. Oliveira; L. Miguel Silveira (CoRR, 2021)

Matching the Neuronal Representations of V1 is Necessary to Improve Robustness in CNNs with V1-like Front-ends. - Ruxandra Barbulescu; Tiago Marques; Arlindo L. Oliveira (CoRR, 2023)

Echo State Networks for Accurate and Efficient Modeling of Dynamic Circuits. - Paulo Machado; Ruxandra Barbulescu; Luís Miguel Silveira (AICAS, 2024)

Contribution of V1 Receptive Field Properties to Corruption Robustness in CNNs. - Ruxandra Barbulescu; Tiago Marques; Arlindo L. Oliveira (ECAI, 2024)