5 citations · 14 across the 16 of their papers we have counts for
16 papers
And/or trade-off in artificial neurons: impact on adversarial robustness
Alessandro Fontana
Despite the success of neural networks, the issue of classification robustness remains, particularly highlighted by adversarial examples. In this paper, we address this challenge b…
Towards a general model for psychopathology
Alessandro Fontana
The DSM-1 was published in 1952, contains 128 diagnostic categories, described in 132 pages. The DSM-5 appeared in 2013, contains 541 diagnostic categories, described in 947 pages.…
A deep learning-inspired model of the hippocampus as storage device of the brain extended dataset
Alessandro Fontana
The standard model of memory consolidation foresees that memories are initially recorded in the hippocampus, while features that capture higher-level generalisations of data are cr…
VOCSMAT: a connectionist-inspired treatment proposal for relational traumas
Alessandro Fontana
Psychological traumas are thought to be present in a wide range of conditions, including post-traumatic stress disorder, disorganised attachment, personality disorders, dissociativ…
Is psychosis caused by defective dissociation? An Artificial Life model for schizophrenia
Alessandro Fontana
Both neurobiological and environmental factors are known to play a role in the origin of schizophrenia, but no model has been proposed that accounts for both. This work presents a…
An artificial neural network to find correlation patterns in an arbitrary number of variables
Alessandro Fontana
Methods to find correlation among variables are of interest to many disciplines, including statistics, machine learning, (big) data mining and neurosciences. Parameters that measur…