A Bio-Inspired Agent Framework for Hardware Accelerated Distributed Pervasive Applications

Détails

ID Serval
serval:BIB_3B7EF0672250
Type
Actes de conférence (partie): contribution originale à la littérature scientifique, publiée à l'occasion de conférences scientifiques, dans un ouvrage de compte-rendu (proceedings), ou dans l'édition spéciale d'un journal reconnu (conference proceedings).
Collection
Publications
Institution
Titre
A Bio-Inspired Agent Framework for Hardware Accelerated Distributed Pervasive Applications
Titre de la conférence
2009 NASA/ESA Conference on Adaptive Hardware and Systems
Auteur⸱e⸱s
Brousse O., Guillot J., Sassatelli G., Gil T., Robert M., Moreno J. M., Villa A.E.P, Sanchez E.
Editeur
IEEE
Adresse
San Francisco, CA, USA
ISBN
978-0-7695-3714-6
Statut éditorial
Publié
Date de publication
07/2009
Peer-reviewed
Oui
Pages
415-422
Langue
anglais
Résumé
Abstract:
This paper describes an agent oriented framework supporting bio-inspired mechanisms which takes profit of the intrinsic hardware parallelism of the pervasive platform developed within the Perplexus IST European project. The proposed framework is a flexible and modular means to describe and simulate complex phenomena such as biologically plausible neural networks or culture dissemination. Associated to this framework and based on the multiprocessor architecture of the Perplexus platform nodes, a tool suite capable of accelerating parallelizable agents is described. Therefore, this contribution combines the software flexibility of agent-based programming with the efficiency of multiprocessor hardware execution. This framework has been successfully tested with two experiments: a proof of concept application made of robots that autonomously improve their behaviours according to their environment and a spiking neural network simulation. These results prove that the framework and its associated methodology are relevant in the context of the simulation of complex phenomena.
Mots-clé
High Level Framework, Ubiquitous computing, Agent Oriented Programming
Web of science
Création de la notice
04/08/2017 11:48
Dernière modification de la notice
20/08/2019 13:31
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