Roberto Tagliaferri

ElegansNet uses the C. elegans connectome to design deep learning systems that outperform random and artificial networks in image classification and digit reconstruction tasks.

This paper introduces a method using clustering and stochastic rank aggregation to identify functional neuromarkers in resting-state fMRI data, finding distinct parcel rankings between healthy controls and patients with Parkinson's disease and amyotrophic lateral sclerosis.