A System-Level Model of Noradrenergic Function - Inria - Institut national de recherche en sciences et technologies du numérique
Communication Dans Un Congrès Année : 2016

A System-Level Model of Noradrenergic Function

Maxime Carrere
  • Fonction : Auteur
Frédéric Alexandre

Résumé

Neuromodulation is an interesting way to display different modes of functioning in a complex network. The effect of Noradrenaline has often been related to the exploration/exploitation trade-off and implemented in models by modulation of the gain of activation function. In this paper, we show that this mechanism is not sufficient for system-level networks and propose another way to implement it, exploiting reported inhibition of a striatal region by Noradrenaline. We describe here the corresponding model and report its performances in a reversal task.
Fichier principal
Vignette du fichier
carrere-alexandre-2016.pdf (509.45 Ko) Télécharger le fichier
Origine Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01401890 , version 1 (23-11-2016)

Identifiants

Citer

Maxime Carrere, Frédéric Alexandre. A System-Level Model of Noradrenergic Function. 25th International Conference on Artificial Neural Networks (ICANN), Sep 2016, Barcelona, Spain. pp.214 - 221, ⟨10.1007/978-3-319-44778-0_25⟩. ⟨hal-01401890⟩
85 Consultations
146 Téléchargements

Altmetric

Partager

More