26 citations · 26 across the 3 of their papers we have counts for
3 papers
cs.IT2025
Information flow in multilayer perceptrons: an in-depth analysis
Giuliano Armano
Analysing how information flows along the layers of a multilayer perceptron is a topic of paramount importance in the field of artificial neural networks. After framing the problem…
physics.soc-ph2017★ 26 cited
The Beneficial Role of Mobility for the Emergence of Innovation
Giuliano Armano, Marco Alberto Javarone
Innovation is a key ingredient for the evolution of several systems, including social and biological ones. Focused investigations and lateral thinking may lead to innovation, as we…
cs.AI2016
Probabilistic Modeling of Progressive Filtering
Giuliano Armano
Progressive filtering is a simple way to perform hierarchical classification, inspired by the behavior that most humans put into practice while attempting to categorize an item acc…