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Neural Networks : the Official Journal of the International Neural Network Society|April 24, 2008
Enhanced automatic artifact detection based on independent component analysis and Renyi's entropyNadia Mammone, Francesco Carlo Morabito
Clinical EEG and Neuroscience|December 10, 2021
An explainable Artificial Intelligence approach to study MCI to AD conversion via HD-EEG processingFrancesco Carlo Morabito, Cosimo Ieracitano, Nadia Mammone
International Journal of Neural Systems|August 11, 2021
A Hybrid-Domain Deep Learning-Based BCI For Discriminating Hand Motion Planning From EEG SourcesCosimo Ieracitano, Francesco Carlo Morabito, Amir Hussain, et al.
International Journal of Neural Systems|October 14, 2022
A Conditional Generative Adversarial Network and Transfer Learning-Oriented Anomaly Classification System for Electrospun NanofibersCosimo Ieracitano, Nadia Mammone, Annunziata Paviglianiti, et al.
International Journal of Neural Systems|December 11, 2023
A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic SignalsNadia Mammone, Cosimo Ieracitano, Rossella Spataro, et al.
Sensors (Basel, Switzerland)|May 27, 2026
An EEG-Based Edge-AI Framework for Alzheimer's and Creutzfeldt-Jakob Disease ClassificationMuhammad Suffian, Cosimo Ieracitano, Nadia Mammone, et al.
Medical & Biological Engineering & Computing|July 14, 2019
Leveraging network analysis to support experts in their analyses of subjects with MCI and ADPaolo Lo Giudice, Nadia Mammone, Francesco Carlo Morabito, et al.
Neural Networks : the Official Journal of the International Neural Network Society|October 29, 2024
Graph neural networks for electroencephalogram analysis: Alzheimer's disease and epilepsy use casesSergi Abadal, Pablo Galván, Alberto Mármol, et al.
International Journal of Medical Informatics|December 15, 2018
A network analysis based approach to characterizing periodic sharp wave complexes in electroencephalograms of patients with sporadic CJDPaolo LoLo Giudice, Domenico Ursino, Nadia Mammone, et al.
Entropy (Basel, Switzerland)|December 3, 2020
Information Theoretic-Based Interpretation of a Deep Neural Network Approach in Diagnosing Psychogenic Non-Epileptic SeizuresSara Gasparini, Maurizio Campolo, Cosimo Ieracitano, et al.
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