Knowledge extraction based on wavelets and DNN for classification of physiological signals: Arousals case. - Edwar Macias Toro; Antoni Morell; Javier Serrano 001; José López Vicario (CinC, 2018)

Novel Imputing Method and Deep Learning Techniques for Early Prediction of Sepsis in Intensive Care Units. - Edwar Macias Toro; Guillem Boquet; Javier Serrano 001; José López Vicario; J. Ibeas; Antoni Morell (CinC, 2019)

Offline Training for Memristor-based Neural Networks. - Guillem Boquet; Edwar Macias Toro; Antoni Morell; Javier Serrano 001; Enrique Miranda 002; José López Vicario (EUSIPCO, 2020)

Theoretical Tuning of the Autoencoder Bottleneck Layer Dimension: A Mutual Information-based Algorithm. - Guillem Boquet; Edwar Macias Toro; Antoni Morell; Javier Serrano 001; José López Vicario (EUSIPCO, 2020)

Novel Imputation Method Using Average Code from Autoencoders in Clinical Data. - Edwar Macias Toro; Javier Serrano 001; José López Vicario; Antoni Morell (EUSIPCO, 2020)