103 citations · 682 across the 48 of their papers we have counts for
3 papers · 1 filter
Extreme learning machine collocation for the numerical solution of elliptic PDEs with sharp gradients
Francesco Calabrò, Gianluca Fabiani, Constantinos Siettos
We introduce a new numerical method based on machine learning to approximate the solution of elliptic partial differential equations with collocation using a set of sigmoidal funct…
Construction of embedded fMRI resting state functional connectivity networks using manifold learning
Ioannis Gallos, Evangelos Galaris, Constantinos Siettos
We construct embedded functional connectivity networks (FCN) from benchmark resting-state functional magnetic resonance imaging (rsfMRI) data acquired from patients with schizophre…
EEG source localization analysis in epileptic children during a visual working-memory task
Evangelos Galaris, Ioannis Gallos, Ivan Myatchin +2
We localize the sources of brain activity of children with epilepsy based on EEG recordings acquired during a visual discrimination working memory task. For the numerical solution…