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2020 – today
- 2022
[c7]Michele Lo Giudice, Nadia Mammone, Cosimo Ieracitano, Maurizio Campolo, Arcangelo Ranieri Bruna, Valeria Tomaselli
, Francesco Carlo Morabito:
Visual Explanations of Deep Convolutional Neural Network for eye blinks detection in EEG-based BCI applications. IJCNN 2022: 1-8- 2021
- [j4]Cosimo Ieracitano, Annunziata Paviglianiti, Maurizio Campolo, Amir Hussain, Eros Pasero, Francesco Carlo Morabito:
A novel automatic classification system based on hybrid unsupervised and supervised machine learning for electrospun nanofibers. IEEE CAA J. Autom. Sinica 8(1): 64-76 (2021)
2010 – 2019
- 2018
- [j3]Sara Gasparini, Maurizio Campolo, Cosimo Ieracitano, Nadia Mammone, Edoardo Ferlazzo, Chiara Sueri, Giovanbattista Gaspare Tripodi, Umberto Aguglia, Francesco Carlo Morabito:
Information Theoretic-Based Interpretation of a Deep Neural Network Approach in Diagnosing Psychogenic Non-Epileptic Seizures. Entropy 20(2): 43 (2018) - [p3]Valeria Saccá, Maurizio Campolo, Domenico Mirarchi, Antonio Gambardella, Pierangelo Veltri, Francesco Carlo Morabito:
On the Classification of EEG Signal by Using an SVM Based Algorithm. Multidisciplinary Approaches to Neural Computing 2018: 271-278 - 2017
- [j2]Francesco Carlo Morabito, Maurizio Campolo, Nadia Mammone, Mario Versaci, Silvana Franceschetti, Fabrizio Tagliavini, Vito Sofia, Daniela Fatuzzo, Antonio Gambardella, Angelo Labate, Laura Mumoli, Giovanbattista Gaspare Tripodi, Sara Gasparini, Vittoria Cianci, Chiara Sueri, Edoardo Ferlazzo, Umberto Aguglia:
Deep Learning Representation from Electroencephalography of Early-Stage Creutzfeldt-Jakob Disease and Features for Differentiation from Rapidly Progressive Dementia. Int. J. Neural Syst. 27(2): 1650039:1-1650039:15 (2017) - 2016
- [c6]Nadia Mammone, Lilla Bonanno, Simona De Salvo, Alessia Bramanti, Placido Bramanti, Hojjat Adeli, Cosimo Ieracitano, Maurizio Campolo, Francesco Carlo Morabito:
Hierarchical clustering of the electroencephalogram spectral coherence to study the changes in brain connectivity in Alzheimer's disease. CEC 2016: 1241-1248 - [c5]Francesco Carlo Morabito, Maurizio Campolo, Cosimo Ieracitano, Mohammad Javad Ebadi, Lilla Bonanno, Alessia Bramanti, Simona De Salvo, Nadia Mammone, Placido Bramanti:
Deep convolutional neural networks for classification of mild cognitive impaired and Alzheimer's disease patients from scalp EEG recordings. RTSI 2016: 1-6 - [p2]Nadia Mammone, Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Maurizio Campolo, Fabio La Foresta, Francesco Carlo Morabito:
Quantifying the Complexity of Epileptic EEG. Advances in Neural Networks 2016: 223-233 - 2015
- [j1]Francesco Carlo Morabito, Maurizio Campolo, Domenico Labate, Giuseppe Morabito, Lilla Bonanno, Alessia Bramanti, Simona De Salvo, Angela Marra, Placido Bramanti:
A Longitudinal EEG Study of Alzheimer's Disease Progression Based on A Complex Network Approach. Int. J. Neural Syst. 25(2): 1550005:1-1550005:18 (2015) - [c4]Elisa Capecci, Josafath Israel Espinosa Ramos, Nadia Mammone, Nikola K. Kasabov, Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Maurizio Campolo, Fabio La Foresta, Francesco Carlo Morabito:
Modelling Absence Epilepsy seizure data in the NeuCube evolving spiking neural network architecture. IJCNN 2015: 1-8 - [c3]Nadia Mammone, Jonas Duun-Henriksen, Troels Wesenberg Kjaer, Maurizio Campolo, Fabio La Foresta, Francesco Carlo Morabito:
Learning Vector Quantization and Permutation Entropy to analyse epileptic electroencephalography. IJCNN 2015: 1-6 - [p1]Elisa Capecci, Francesco Carlo Morabito, Maurizio Campolo, Nadia Mammone, Domenico Labate, Nikola K. Kasabov:
A Feasibility Study of Using the NeuCube Spiking Neural Network Architecture for Modelling Alzheimer's Disease EEG Data. Advances in Neural Networks 2015: 159-172
2000 – 2009
- 2007
- [c2]Matteo Cacciola, Maurizio Campolo, Fabio La Foresta, Francesco Carlo Morabito, Mario Versaci:
A Kernel Based Learning by Sample Technique for Defect Identification Through the Inversion of a Typical Electric Problem. KES (3) 2007: 243-250 - 2005
- [c1]Maurizio Campolo, Narcís Clara, Francesco Carlo Morabito:
Environmental Time Series Prediction by Improved Classical Feed-Forward Neural Networks. WIRN/NAIS 2005: 171-178
Coauthor Index
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