Sfoglia per Autore
Toward an Automatic Classification of SEM Images of Nanomaterials via a Deep Learning Approach
2020-01-01 Ieracitano, C.; Panto, F.; Mammone, N.; Paviglianiti, A.; Frontera, P.; Morabito, F. C.
1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applications
2020-01-01 Lo Giudice, M.; Varone, G.; Ieracitano, C.; Mammone, N.; Bruna, A. R.; Tomaselli, V.; Morabito, F. C.
Estimating the Asymmetry of Brain Network Organization in Stroke Patients from High-Density EEG Signals
2020-01-01 Mammone, N.; De Salvo, S.; Marino, S.; Bonanno, L.; Ieracitano, C.; Dattola, S.; La Foresta, F.; Morabito, F. C.
A New dispersion entropy and fuzzy logic system methodology for automated classification of dementia stages using electroencephalograms
2021-01-01 Amezquita-Sanchez, Juan P; Mammone, Nadia; Morabito, Francesco C; Adeli, Hojjat
Toward an Augmented and Explainable Machine Learning Approach for Classification of Defective Nanomaterial Patches
2021-01-01 Ieracitano, Cosimo; Mammone, Nadia; Paviglianiti, Annunziata; Morabito, Francesco Carlo
A novel explainable machine learning approach for EEG-based brain-computer interface systems
2021-01-01 Ieracitano, C.; Mammone, N.; Hussain, A.; Morabito, F. C.
Multiple Sclerosis lesions detection by a hybrid Watershed-Clustering algorithm
2021-01-01 Bonanno, Lilla; Mammone, Nadia; De Salvo, Simona; Bramanti, Alessia; Rifici, Carmela; Sessa, Edoardo; Bramanti, Placido; Marino, Silvia; Ciurleo, Rosella
Micropumps for drug delivery systems: a new semi-linear elliptic boundary-value problem
2021-01-01 Versaci, Mario; Mammone, Nadia; Ieracitano, Cosimo; Morabito, Francesco Carlo
An explainable Artificial Intelligence approach to study MCI to AD conversion via HD-EEG processing
2021-01-01 Morabito, F. C.; Ieracitano, C.; Mammone, N.
A Hybrid-Domain Deep Learning-Based BCI for Discriminating Hand Motion Planning from EEG Sources
2021-01-01 Ieracitano, C.; Morabito, F. C.; Hussain, A.; Mammone, N.
MPnnet: A Motion Planning Decoding Convolutional Neural Network for EEG-based Brain Computer Interfaces
2021-01-01 Mammone, N.; Ieracitano, C.; Morabito, F. C.
SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for SEM Images Classification of Nanomaterials
2021-01-01 Ieracitano, C.; Paviglianiti, A.; Mammone, Nadia; Versaci, M.; Pasero, E.; Morabito, F. C.
eLORETA Active Source Reconstruction Applied to HD-EEG in Alzheimer’s Disease
2021-01-01 Dattola, S.; Inuso, G.; Mammone, N.; Bonanno, L.; De Salvo, S.; Morabito, F. C.; La Foresta, F.
Testing graph robustness indexes for eeg analysis in alzheimer’s disease diagnosis
2021-01-01 Dattola, S.; Mammone, N.; Morabito, F. C.; Rosaci, D.; Sarne, G. M. L.; La Foresta, F.
A conditional Generative Adversarial Network and transfer learning-oriented anomaly classification system for electrospun nanofibers
2022-01-01 Ieracitano, Cosimo; Mammone, Nadia; Paviglianiti, Annunziata; Morabito, Francesco Carlo
Permutation Entropy-Based Interpretability of Convolutional Neural Network Models for Interictal EEG Discrimination of Subjects with Epileptic Seizures vs. Psychogenic Non-Epileptic Seizures
2022-01-01 Lo Giudice, M.; Varone, G.; Ieracitano, C.; Mammone, N.; Tripodi, G. G.; Ferlazzo, E.; Gasparini, S.; Aguglia, U.; Morabito, F. C.
A machine learning approach involving functional connectivity features to classify rest-eeg psychogenic non-epileptic seizures from healthy controls
2022-01-01 Varone, G.; Boulila, W.; Lo Giudice, M.; Benjdira, B.; Mammone, N.; Ieracitano, C.; Dashtipour, K.; Neri, S.; Gasparini, S.; Morabito, F. C.; Hussain, A.; Aguglia, U.
Parkinson's Disease Severity Estimation using Deep Learning and Cloud Technology
2022-01-01 Channa, A; Ruggeri, G; Mammone, N; Ifrim, Rc; Iera, A; Popescu, N
Decoding Motor Preparation Through a Deep Learning Approach Based on EEG Time-Frequency Maps
2022-01-01 Mammone, N.; Ieracitano, C.; Spataro, R.; Guger, C.; Cho, W.; Morabito, F. C.
Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications
2022-01-01 Lo Giudice, M.; Mammone, N.; Ieracitano, C.; Aguglia, U.; Mandic, D.; Morabito, F. C.
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