Antonio Carta is a Ph.d. student at the Department of Computer Science at the University of Pisa, under the supervision of Davide Bacciu. He is a member of the Computational intelligence and Machine Learning group ( CIML). His main research interests are focused around the study and understanding of recurrent neural networks and memorization models, including the study of models based on explicit memorization based on autoencoders, orthogonal recurrent neural networks, hierarchical recurrent models and applications to continual learning.