Nadia Mammone

8PUBLICATIONS
16CO-AUTHORS
Natural language processingElectronic device and system performance evaluation, testing and simulationSemi- and unsupervised learningDisease surveillanceEpidemiological methods
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Publications (8)

|May 27, 2026
An EEG-Based Edge-AI Framework for Alzheimer's and Creutzfeldt-Jakob Disease Classification.

|Oct 19, 2025
An Explainable 3D-Deep Learning Model for EEG Decoding in Brain-Computer Interface Applications.

Muhammad Suffian, Cosimo Ieracitano, Francesco C Morabito

|Dec 11, 2023
A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals.

Nadia Mammone, Cosimo Ieracitano, Rossella Spataro

|Dec 11, 2022
Convolutional Neural Network Classification of Rest EEG Signals among People with Epilepsy, Psychogenic Non Epileptic Seizures and Control Subjects.

Michele Lo Giudice, Edoardo Ferlazzo, Nadia Mammone

|Jan 21, 2022
Permutation Entropy-Based Interpretability of Convolutional Neural Network Models for Interictal EEG Discrimination of Subjects with Epileptic Seizures vs. Psychogenic Non-Epileptic Seizures.

Michele Lo Giudice, Giuseppe Varone, Cosimo Ieracitano

|Jan 11, 2022
A Machine Learning Approach Involving Functional Connectivity Features to Classify Rest-EEG Psychogenic Non-Epileptic Seizures from Healthy Controls.

Giuseppe Varone, Wadii Boulila, Michele Lo Giudice

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Frequent Collaborators

6 joint publications

Francesco Carlo Morabito

5 joint publications

Cosimo Ieracitano

4 joint publications

Umberto Aguglia

3 joint publications

Michele Lo Giudice