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Randomising the Simple Recurrent Network: a lightweight, energy-efficient RNN model with application to forecasting problems
Khennour, Mohammed Elmahdi, Bouchachia, Abdelhamid, Kherfi, Mohammed Lamine, Bouanane, Khadra
Published in Neural computing & applications (01.09.2023)
Published in Neural computing & applications (01.09.2023)
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Journal Article
Automatic recognition of gait-related health problems in the elderly using machine learning
Pogorelc, Bogdan, Bosnić, Zoran, Gams, Matjaž
Published in Multimedia tools and applications (01.05.2012)
Published in Multimedia tools and applications (01.05.2012)
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Journal Article
Deep Learning for Time Series Forecasting: Advances and Open Problems
Casolaro, Angelo, Capone, Vincenzo, Iannuzzo, Gennaro, Camastra, Francesco
Published in Information (Basel) (01.11.2023)
Published in Information (Basel) (01.11.2023)
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Journal Article
A Novel Fractional Gradient-Based Learning Algorithm for Recurrent Neural Networks
Khan, Shujaat, Ahmad, Jawwad, Naseem, Imran, Moinuddin, Muhammad
Published in Circuits, systems, and signal processing (01.02.2018)
Published in Circuits, systems, and signal processing (01.02.2018)
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Journal Article
Differentially private multivariate time series forecasting of aggregated human mobility with deep learning: Input or gradient perturbation?
Arcolezi, Héber Hwang, Couchot, Jean-François, Renaud, Denis, Al Bouna, Bechara, Xiao, Xiaokui
Published in Neural computing & applications (01.08.2022)
Published in Neural computing & applications (01.08.2022)
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Journal Article