4 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.NE2015
Some Further Evidence about Magnification and Shape in Neural Gas
Giacomo Parigi, Andrea Pedrini, Marco Piastra
Neural gas (NG) is a robust vector quantization algorithm with a well-known mathematical model. According to this, the neural gas samples the underlying data distribution following…
cs.DC2015★ 4 cited
A Multi-signal Variant for the GPU-based Parallelization of Growing Self-Organizing Networks
Giacomo Parigi, Angelo Stramieri, Danilo Pau +1
Among the many possible approaches for the parallelization of self-organizing networks, and in particular of growing self-organizing networks, perhaps the most common one is produc…
cs.CG2014★ 1 cited
Gradient of the Objective Function for an Anisotropic Centroidal Voronoi Tessellation (CVT) - A revised, detailed derivation
Giacomo Parigi, Marco Piastra
In their recent article (2010), Levy and Liu introduced a generalization of Centroidal Voronoi Tessellation (CVT) - namely the Lp-CVT - that allows the computation of an anisotropi…