Deep convolutional neural networks for classification of mild cognitive impaired and Alzheimer's disease patients from scalp EEG recordings FC Morabito, M Campolo, C Ieracitano, JM Ebadi, L Bonanno, A Bramanti, ... 2016 IEEE 2nd International Forum on Research and Technologies for Society …, 2016 | 160 | 2016 |
Deep learning representation from electroencephalography of early-stage Creutzfeldt-Jakob disease and features for differentiation from rapidly progressive dementia FC Morabito, M Campolo, N Mammone, M Versaci, S Franceschetti, ... International journal of neural systems 27 (02), 1650039, 2017 | 131 | 2017 |
A longitudinal EEG study of Alzheimer's disease progression based on a complex network approach FC Morabito, M Campolo, D Labate, G Morabito, L Bonanno, A Bramanti, ... International journal of neural systems 25 (02), 1550005, 2015 | 112 | 2015 |
A novel automatic classification system based on hybrid unsupervised and supervised machine learning for electrospun nanofibers C Ieracitano, A Paviglianiti, M Campolo, A Hussain, E Pasero, ... IEEE/CAA Journal of Automatica Sinica 8 (1), 64-76, 2020 | 59 | 2020 |
ECG-derived respiratory signal using empirical mode decomposition M Campolo, D Labate, F La Foresta, FC Morabito, A Lay-Ekuakille, ... 2011 IEEE International Symposium on Medical Measurements and Applications …, 2011 | 59 | 2011 |
Information theoretic-based interpretation of a deep neural network approach in diagnosing psychogenic non-epileptic seizures S Gasparini, M Campolo, C Ieracitano, N Mammone, E Ferlazzo, C Sueri, ... Entropy 20 (2), 43, 2018 | 37 | 2018 |
On the classification of EEG signal by using an SVM based algorithm V Saccá, M Campolo, D Mirarchi, A Gambardella, P Veltri, FC Morabito Multidisciplinary approaches to neural computing, 271-278, 2018 | 27 | 2018 |
A feasibility study of using the neucube spiking neural network architecture for modelling alzheimer’s disease eeg data E Capecci, FC Morabito, M Campolo, N Mammone, D Labate, N Kasabov Advances in neural networks: Computational and theoretical issues, 159-172, 2015 | 23 | 2015 |
Deep learning approaches to electrophysiological multivariate time-series analysis FC Morabito, M Campolo, C Ieracitano, N Mammone Artificial Intelligence in the Age of Neural Networks and Brain Computing …, 2019 | 19 | 2019 |
Location of plural defects in conductive plates via neural networks FC Morabito, M Campolo IEEE transactions on Magnetics 31 (3), 1765-1768, 1995 | 18 | 1995 |
Ill-posed problems in electromagnetics: advantages of neuro-fuzzy approaches FC Morabito, M Campolo 1st International Symposium on Neuro-Fuzzy Systems, AT'96. Conference Report …, 1996 | 10 | 1996 |
Modelling absence epilepsy seizure data in the neucube evolving spiking neural network architecture E Capecci, JI Espinosa-Ramos, N Mammone, N Kasabov, ... 2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015 | 8 | 2015 |
Visual explanations of deep convolutional neural network for eye blinks detection in eeg-based bci applications ML Giudice, N Mammone, C Ieracitano, M Campolo, AR Bruna, ... 2022 International Joint Conference on Neural Networks (IJCNN), 01-08, 2022 | 7 | 2022 |
Hierarchical clustering of the electroencephalogram spectral coherence to study the changes in brain connectivity in Alzheimer's disease N Mammone, L Bonanno, S De Salvo, A Bramanti, P Bramanti, H Adeli, ... 2016 IEEE Congress on Evolutionary Computation (CEC), 1241-1248, 2016 | 7 | 2016 |
Advances in neural network non-destructive testing FC Morabito, M Campolo IET Digital Library, 1994 | 7 | 1994 |
A task decomposition neural network approach to non-destructive testing problems FC Morabito, M Campolo NDT and E International 5 (30), 334, 1997 | 5 | 1997 |
Quantifying the complexity of epileptic eeg N Mammone, J Duun-Henriksen, TW Kjaer, M Campolo, F La Foresta, ... Advances in Neural Networks: Computational Intelligence for ICT, 223-233, 2016 | 4 | 2016 |
Environmental time series prediction by improved classical feed-forward neural networks M Campolo, N Clara, CF Morabito Italian Workshop on Neural Nets, 171-178, 2005 | 4 | 2005 |
Are hybrid fuzzy-neural systems actually useful in plasma engineering? FC Morabito, M Campolo Neural Nets WIRN VIETRI-97: Proceedings of the 9th Italian Workshop on …, 1998 | 3 | 1998 |
A novel neural network approach in nondestructive testing FC Morabito, M Campolo 1996 Third International Conference on Computation in Electromagnetics (Conf …, 1996 | 3 | 1996 |