>>

Séminaire NEURO : Yulia Sandamirskaya

Titre du séminaire et oratrice

Learning and Selecting Behaviours with Dynamic Neural Fields.

Yulia Sandamirskaya, Neuromorphic Cognitive Systems, Institute of Neuroinformatics, University of Zurich and ETH Zurich.

Date et lieu

Mardi 21 juillet 2015, 10h.

Université de Cergy-Pontoise, site de St-Martin 1, bât. A, 5ème étage, salle 570.

Abstract

Dynamic Neural Fields are neurally-inspired dynamical systems, which allow to model cognitive functions, such as memory formation, decision making, stabilisation of control parameters, feature binding, and executive control. In this talk, I will describe how DNFs were extended recently into a structural representation of intentional behaviours, which features a representation of the intention and the condition of satisfaction of each action. I will demonstrate how this new structure allows to learn behaviors autonomously and to organise their activation and deactivation in an appropriate sequence, leading to a behavioural goal.

Short bio

Yulia Sandamirskaya a travaillé avec Gregor Schoner sur les champs de neurones dynamiques à Bochum dans le cadre du projet européen NeuralDynamics. Elle travaille maintenant au centre de recherche sur les circuits neuromorphiques à Zurich (implémentation hardware des DNF).

Retour