Adrián Ponce Álvarez
Role
Lecturer
Qualifications
Bachelor’s and Master’s Degrees in Physics (Université Paris XI)
PhD in Neuroscience (Aix-Marseille Université)
Biography
Adrián Ponce was a postdoctoral fellow at the Computational Neuroscience Group at the Center for Brain and Cognition (CBC) at UPF from 2011 to 2022 and is currently a Ramón y Cajal Research Fellow at UPC–BarcelonaTech.
His research concerns the study of neural networks at different scales and in different states. His main focuses are on how cognitive processes are represented in the spatiotemporal patterns of neuronal activity, how brain regions interact, how collective behaviours emerge in neural networks and how these collective behaviours underlie brain function/dysfunction and different brain states.
His approach uses a combination of data analysis and theory, including stochastic dynamical systems, information theory, statistical mechanics, machine learning and network theory.
Subjects they teach
Calculus
Bachelor's Degree in Bioinformatics
Core
Programme:
Bachelor's Degree in Bioinformatics
Analysis of real functions of one or multiple variables: continuity, differentiation and integration, with examples of widely used functions in statistics and computer science. Study of sequences, limits and series. Criteria for extreme values. Differential equations and their applications in modelling in bioinformatics.
Code:
51104
Créditos:
6 ECTS
Language:
English
Type of subject: Core