Mammone, Nadia
Mammone, Nadia
Dipartimento di Ingegneria Civile, dell'Energia, dell'Ambiente e dei Materiali
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.
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.
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
A Convolutional Neural Network approach for classification of dementia stages based on 2D-spectral representation of EEG recordings
2019-01-01 Ieracitano, C; Mammone, N; Bramanti, A; Hussain, A; Morabito, Francesco Carlo
A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia
2020-01-01 Ieracitano, C.; Mammone, N.; Hussain, A.; Morabito, F. C.
A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia
2020-01-01 Ieracitano, C.; Mammone, N.; Hussain, A.; Morabito, F. C.
A deep CNN approach to decode motor preparation of upper limbs from time–frequency maps of EEG signals at source level
2020-01-01 Mammone, N.; Ieracitano, C.; Morabito, F. C.
A Deep Cognitive Venetian Blinds System for Automatic Estimation of Slat Orientation
2022-01-01 Ieracitano, C; Nicoletti, F; Arcuri, N; Ruggeri, G; Versaci, M; Morabito, Fc; Mammone, N
A feasibility study of using the neucube spiking neural network architecture for modelling Alzheimer’s disease EEG data
2015-01-01 Capecci, E.; Morabito, F. C.; Campolo, M.; Mammone, N.; Labate, D.; Kasabov, N.
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images
2022-01-01 Ieracitano, C.; Mammone, N.; Versaci, M.; Varone, G.; Ali, A. -R.; Armentano, A.; Calabrese, G.; Ferrarelli, A.; Turano, L.; Tebala, C.; Hussain, Z.; Sheikh, Z.; Sheikh, A.; Sceni, G.; Hussain, A.; Morabito, F. C.
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.
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.
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
A new network-based approach to investigating neurological disorders
2019-01-01 Cauteruccio, F.; Giudice, P. L.; Terracina, G.; Ursino, D.; Mammone, N.; Morabito, F. C.
A novel methodology for automated differential diagnosis of mild cognitive impairment and the Alzheimer's disease using EEG signals
2019-01-01 Amezquita-Sanchez, Jp; Mammone, N; Morabito, Francesco Carlo; Marino, S; Adeli, H
A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia
2020-01-01 Ieracitano, Cosimo; Mammone, Nadia; Hussain, Amir; Morabito, Francesco C
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.
A permutation disalignment index-based complex network approach to evaluate longitudinal changes in brain-electrical connectivity
2017-01-01 Mammone, N; De Salvo, S; Ieracitano, C; Marino, S; Marra, A; Corallo, F; Morabito, Francesco Carlo
A Time-Frequency based Machine Learning System for Brain States Classification via EEG Signal Processing
2019-01-01 Ieracitano, C.; Mammone, N.; Bramanti, A.; Marino, S.; Hussain, A.; Morabito, F. C.
Algorithms and topographic mapping for epileptic seizures recognition and prediction
2009-01-01 Mammone, N.; Inuso, G.; Morabito, F. C.; Aguglia, U.; Cianci, V.; LA FORESTA, Fabio