Studying biomedical engineering at UPF, the world of neuroscience has turned out to be one of the fields that has generated more interest in me. I am attracted by the application of data analysis, mathematical models and computational tools to reveal the characteristics of neural dynamics from real data. Therefore, in my final thesis I intend to analyze neural signals from cognitive tasks using nonlinear techniques.