18 citations · 19 across the 5 of their papers we have counts for
5 papers
Dynamic Modelling of a Controlled Orthotropic Plate: Analytic and Data-Driven Approaches in the Frequency Domain
Alexander Zuyev, Francesco Pellicano, Antonio Zippo +1
This paper is devoted to the mathematical modelling of a vibrating orthotropic plate equipped with a laminated piezosensor, under the influence of a lumped force actuation. We empl…
DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure Learning
Alexander Campbell, Antonio Giuliano Zippo, Luca Passamonti +2
Graph neural networks (GNNs) have demonstrated success in learning representations of brain graphs derived from functional magnetic resonance imaging (fMRI) data. However, existing…
Handwritten digit recognition by bio-inspired hierarchical networks
Antonio G. Zippo, Giuliana Gelsomino, Sara Nencini +1
The human brain processes information showing learning and prediction abilities but the underlying neuronal mechanisms still remain unknown. Recently, many studies prove that neuro…
Text Classification with Compression Algorithms
Antonio Giuliano Zippo
This work concerns a comparison of SVM kernel methods in text categorization tasks. In particular I define a kernel function that estimates the similarity between two objects compu…
Neuronal functional connectivity among multiple areas of the rat somatosensory system during spontaneous and evoked activities
Antonio G. Zippo, Riccardo Storchi, Giuliana Gelsomino +4
Small-World Networks (SWNs) represent a fundamental model for the comprehension of many complex man-made and biological networks. In the central nervous system, SWN models have bee…