Sfoglia per Autore
Visual Explanations of Deep Convolutional Neural Network for eye blinks detection in EEG-based BCI applications
2022-01-01 Giudice, M. L.; Mammone, N.; Ieracitano, C.; Campolo, M.; Bruna, A. R.; Tomaselli, V.; Morabito, F. C.
Parkinson's Disease Severity Estimation using Deep Learning and Cloud Technology
2022-01-01 Channa, A; Ruggeri, G; Mammone, N; Ifrim, Rc; Iera, A; Popescu, N
Decoding Motor Preparation Through a Deep Learning Approach Based on EEG Time-Frequency Maps
2022-01-01 Mammone, N.; Ieracitano, C.; Spataro, R.; Guger, C.; Cho, W.; Morabito, F. C.
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.
Permutation Entropy-Based Interpretability of Convolutional Neural Network Models for Interictal EEG Discrimination of Subjects with Epileptic Seizures vs. Psychogenic Non-Epileptic Seizures
2022-01-01 Lo Giudice, M.; Varone, G.; Ieracitano, C.; Mammone, N.; Tripodi, G. G.; Ferlazzo, E.; Gasparini, S.; Aguglia, U.; Morabito, F. C.
Parkinson's disease resting tremor severity classification using machine learning with resampling techniques
2022-01-01 Channa, A.; Cramariuc, O.; Memon, M.; Popescu, N.; Mammone, N.; Ruggeri, G.
Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications
2022-01-01 Lo Giudice, M.; Mammone, N.; Ieracitano, C.; Aguglia, U.; Mandic, D.; Morabito, F. C.
Detection of Covid-19 Pneumonia from chest X-ray images: joint use of ECovNNet and fuzzy distance
2022-01-01 Versaci, M.; Ieracitano, C.; Mammone, N.; Sceni, G.; Morabito, F. C.
Convolutional Neural Network Classification of Rest EEG Signals among People with Epilepsy, Psychogenic Non Epileptic Seizures and Control Subjects
2022-01-01 Lo Giudice, M.; Ferlazzo, E.; Mammone, N.; Gasparini, S.; Cianci, V.; Pascarella, A.; Mammi, A.; Mandic, D.; Morabito, F. C.; Aguglia, U.
Detection of Covid-19 Pneumonia from chest X-ray images: joint use of ECovNNet and fuzzy distance
2022-01-01 Versaci, Mario; Ieracitano, Cosimo; Mammone, Nadia; Sceni, Giuseppe; Morabito, Francesco Carlo
The Use of Artificial Intelligence for Space Applications
2023-01-01 Ieracitano, Cosimo; Mammone, Nadia; Di Clemente, Marco; Mahmud, Mufti; Furfaro, Roberto; Morabito, Francesco Carlo
An Embedded EOG-based Brain Computer Interface System for Robotic Control
2023-01-01 Chepyk, O.; Bruna, A.; Campolo, M.; Mammone, N.; Morabito, F. C.; Ruggeri, G.; Tomaselli, V.
Electromagnetic Inverse Scattering via Deep Learning Enhanced by Virtual Experiments
2023-01-01 Bevacqua, Martina; Ieracitano, Cosimo; Mammone, Nadia; Morabito, Francesco Carlo; Isernia, Tommaso; Di Donato, Loreto
A Convolutional Neural Network Approach for the Classification of Subjects with Epileptic Seizures Versus Psychogenic Non-epileptic Seizures and Control, Based on Automatic Feature Extraction from Empirical Mode Decomposition of Interictal EEG Recordings
2023-01-01 Lo Giudice, Michele; Mammone, Nadia; Ieracitano, Cosimo; Aguglia, Umberto; Mandic, Danilo; Morabito, Francesco Carlo
AutoEncoder Filter Bank Common Spatial Patterns to decode Motor Imagery from EEG
2023-01-01 Mammone, N.; Ieracitano, C.; Adeli, H.; Morabito, F. C.
Towards an Explainable Artificial Intelligence Approach for Ships Detection from Satellite Imagery
2023-01-01 Ieracitano, Cosimo; Mammone, Nadia; Morabito, Francesco Carlo
Explainable deep learning to information extraction in diagnostics and electrophysiological multivariate time series
2024-01-01 Morabito, Francesco Carlo; Campolo, Maurizio; Ieracitano, Cosimo; Mammone, Nadia
An explainable embedded neural system for on-board ship detection from optical satellite imagery
2024-01-01 Ieracitano, C.; Mammone, N.; Spagnolo, F.; Frustaci, F.; Perri, S.; Corsonello, P.; Morabito, F. C.
A Few-Shot Transfer Learning Approach for Motion Intention Decoding from Electroencephalographic Signals
2024-01-01 Mammone, Nadia; Ieracitano, Cosimo; Spataro, Rossella; Guger, Christoph; Cho, Woosang; Morabito, Francesco Carlo
Cloud-Connected Bracelet for Continuous Monitoring of Parkinson’s Disease Patients: Integrating Advanced Wearable Technologies and Machine Learning
2024-01-01 Channa, A.; Ruggeri, G.; Ifrim, R. -C.; Mammone, N.; Iera, A.; Popescu, N.
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