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A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea
Vaquerizo-Villar, Fernando, Alvarez, Daniel, Kheirandish-Gozal, Leila, Gutierrez-Tobal, Gonzalo C., Barroso-Garcia, Veronica, Santamaria-Vazquez, Eduardo, Campo, Felix del, Gozal, David, Hornero, Roberto
Published in IEEE journal of biomedical and health informatics (01.08.2021)
Published in IEEE journal of biomedical and health informatics (01.08.2021)
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Journal Article
A new Neural Network architecture for Time Series Classification
Incardona, S., Tripodo, G., Buscemi, M., Shahvar, M.P., Marsella, G.
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (01.02.2023)
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (01.02.2023)
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Journal Article
Fx-Net and PureNet: Convolutional Neural Network architecture for discrimination of Chronic Obstructive Pulmonary Disease from smokers and healthy subjects through electronic nose signals
Avian, Cries, Mahali, Muhammad Izzuddin, Putro, Nur Achmad Sulistyo, Prakosa, Setya Widyawan, Leu, Jenq-Shiou
Published in Computers in biology and medicine (01.09.2022)
Published in Computers in biology and medicine (01.09.2022)
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Journal Article
Fully Connected Cascade Artificial Neural Network Architecture for Attention Deficit Hyperactivity Disorder Classification From Functional Magnetic Resonance Imaging Data
Deshpande, Gopikrishna, Peng Wang, Rangaprakash, D., Wilamowski, Bogdan
Published in IEEE transactions on cybernetics (01.12.2015)
Published in IEEE transactions on cybernetics (01.12.2015)
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Journal Article
A recurrent neural network architecture to model physical activity energy expenditure in older people
Paraschiakos, Stylianos, de Sá, Cláudio Rebelo, Okai, Jeremiah, Slagboom, P. Eline, Beekman, Marian, Knobbe, Arno
Published in Data mining and knowledge discovery (01.01.2022)
Published in Data mining and knowledge discovery (01.01.2022)
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Journal Article
Transfer Learning of Fuzzy Spatio-Temporal Rules in a Brain-Inspired Spiking Neural Network Architecture: A Case Study on Spatio-Temporal Brain Data
Kasabov, Nikola K., Tan, Yongyao, Doborjeh, Maryam, Tu, Enmei, Yang, Jie, Goh, Wilson, Lee, Jimmy
Published in IEEE transactions on fuzzy systems (01.12.2023)
Published in IEEE transactions on fuzzy systems (01.12.2023)
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Journal Article
A fuzzy clustering neural network architecture for classification of ECG arrhythmias
Özbay, Yüksel, Ceylan, Rahime, Karlik, Bekir
Published in Computers in biology and medicine (01.04.2006)
Published in Computers in biology and medicine (01.04.2006)
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Journal Article
Recognizing motor imagery tasks from EEG oscillations through a novel ensemble-based neural network architecture
Alfeo, Antonio L., Catrambone, Vincenzo, Cimino, Mario G.C.A., Vaglini, Gigliola, Valenza, Gaetano
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.11.2021)
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.11.2021)
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Conference Proceeding
A Lightweight Convolutional Neural Network Architecture Applied for Bone Metastasis Classification in Nuclear Medicine: A Case Study on Prostate Cancer Patients
Ntakolia, Charis, Diamantis, Dimitrios E., Papandrianos, Nikolaos, Moustakidis, Serafeim, Papageorgiou, Elpiniki I.
Published in Healthcare (Basel) (18.11.2020)
Published in Healthcare (Basel) (18.11.2020)
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Journal Article
A fuzzy clustering neural network architecture for multifunction upper-limb prosthesis
Karlik, B., Osman Tokhi, M., Alci, M.
Published in IEEE transactions on biomedical engineering (01.11.2003)
Published in IEEE transactions on biomedical engineering (01.11.2003)
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Journal Article
Low-Bit Precision Neural Network Architecture with High Immunity to Variability and Random Telegraph Noise based on Resistive Memories
Zanotti, Tommaso, Puglisi, Francesco Maria, Pavan, Paolo
Published in IEEE International Reliability Physics Symposium proceedings (01.03.2021)
Published in IEEE International Reliability Physics Symposium proceedings (01.03.2021)
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Conference Proceeding