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Maurizio Campolo
Maurizio Campolo
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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
1602016
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
1312017
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
1122015
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
592020
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
592011
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
372018
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
272018
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
232015
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
182019
Location of plural defects in conductive plates via neural networks
FC Morabito, M Campolo
IEEE transactions on Magnetics 31 (3), 1765-1768, 1995
181995
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
101996
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
82015
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
72022
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
72016
Advances in neural network non-destructive testing
FC Morabito, M Campolo
IET Digital Library, 1994
71994
A task decomposition neural network approach to non-destructive testing problems
FC Morabito, M Campolo
NDT and E International 5 (30), 334, 1997
51997
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
42016
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
42005
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
31998
A novel neural network approach in nondestructive testing
FC Morabito, M Campolo
1996 Third International Conference on Computation in Electromagnetics (Conf …, 1996
31996
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Articles 1–20