Estudi de descripciones mesoscìpiques de xarxes neuronals
Hernández Alcaina, Alberto · UPCommons institutional repository (Universitat Politècnica de Catalunya) · 2016
Starting from the microscopic description of neural networks, we will derive mesoscopic models for non-stationary inputs. Our aim is to obtain numerical and/or analytical estimates of the parameters that describe the mesoscopic dynamics (neural mass models) in terms of the microscopic model parameters. Once this is obtained we will study how do the mesoscopic parameters change when the inputs which feed the network are non-stationary. During the first weeks, the student will create numerical codes to model the neural network and will learn analytical techniques to deriv