Title :
A spiking network for spatial memory formation: Towards a fly-inspired ellipsoid body model
Author :
Arena, P. ; Maceo, Salvatore ; Patane, Laura ; Strauss, Roland
Author_Institution :
Dipt. di Ing. Elettr., Elettron. e Inf., Univ. degli Studi di Catania, Catania, Italy
Abstract :
Neural centers devoted to spatial memory and path integration were largely studied in rats and in different insect species like ants and bees. In this paper a neural-based model for the formation of a spatial working memory is proposed mirroring some peculiarities of the Drosophila central brain and in particular the ellipsoid body. Simulation results are reported opening the way to applications on roving platforms.
Keywords :
learning (artificial intelligence); neural nets; Drosophila central brain; fly inspired ellipsoid body model; neural based model; neural centers; path integration; roving platforms; spatial memory formation; spatial working memory; spiking network; Ellipsoids; Insects; Navigation; Neurons; Sociology; Statistics; Visualization;
Conference_Titel :
Neural Networks (IJCNN), The 2013 International Joint Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4673-6128-6
DOI :
10.1109/IJCNN.2013.6706882