Sfoglia per Autore
Information theoretic-based interpretation of a deep neural network approach in diagnosing psychogenic non-epileptic seizures
2018-01-01 Gasparini, S; Campolo, M; Ieracitano, C; Mammone, N; Ferlazzo, E; Sueri, C; Tripodi, Gg; Aguglia, U; Morabito, F
Compressibility of High-Density EEG Signals in Stroke Patients
2018-01-01 Mammone, N; De Salvo, S; Ieracitano, C; Marino, S; Cartella, E; Bramanti, A; Giorgianni, R; Morabito, Francesco Carlo
Permutation Jaccard Distance-Based Hierarchical Clustering to Estimate EEG Network Density Modifications in MCI Subjects
2018-01-01 Mammone, N; Ieracitano, C; Adeli, H; Bramanti, A; Morabito, Francesco Carlo
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.
METHOD FOR DETECTING A CONVERSION FROM MILD COGNITIVE IMPAIRMENT TO ALZHEIMER DISEASE
2019-01-01 Mammone, N; Morabito, Francesco Carlo; Bramanti, P ; Bramanti, A; Campolo, M; Ieracitano, C; Bonanno, L
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.
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
Brain Network Analysis of Compressive Sensed High-Density EEG Signals in AD and MCI Subjects
2019-01-01 Mammone, N; De Salvo, S; Bonanno, L; Ieracitano, C; Marino, S; Marra, A; Bramanti, A; Morabito, Francesco Carlo
A network analysis based approach to characterizing periodic sharp wave complexes in electroencephalograms of patients with sporadic CJD
2019-01-01 Lo Giudice, P; Ursino, D; Mammone, N; Morabito, Francesco Carlo; Aguglia, U; Cianci, V; Ferlazzo, E; Gasparini, S
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
Evolution characterization of alzheimer’s disease using eLORETA’s three-dimensional distribution of the current density and small-world network
2019-01-01 Inuso, G.; La Foresta, F.; Mammone, N.; Dattola, S.; Morabito, F. C.
Leveraging network analysis to support experts in their analyses of subjects with MCI and AD
2019-01-01 Lo Giudice, P; Mammone, N; Morabito, Francesco Carlo; Pizzimenti, Rg; Ursino, D; Virgili, L
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 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.
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.
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.
Effect of Sensor Density on eLORETA Source Localization Accuracy
2020-01-01 Dattola, S.; La Foresta, F.; Bonanno, L.; De Salvo, S.; Mammone, N.; Marino, S.; 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.
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 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
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