Dynamic routing on the Ubichip : toward synaptogenetic neural networks

Upegui, Andres (School of Management and Engineering Vaud, HES-SO // University of Applied Sciences Western Switzerland) ; Thoma, Yann (School of Management and Engineering Vaud, HES-SO // University of Applied Sciences Western Switzerland) ; Perez-Uribe, Andres (School of Management and Engineering Vaud, HES-SO // University of Applied Sciences Western Switzerland) ; Sanchez, Eduardo (School of Management and Engineering Vaud, HES-SO // University of Applied Sciences Western Switzerland)

The ubichip is a bio-inspired reconfigurable circuit developed in the framework of the european project Perplexus. The ubichip offers special reconfigurability capabilities, being the dynamic routing one of them. This paper describes how to exploit the dynamic routing capabilities of the ubichip in order to implement synaptogenetic neural networks. We present two techniques for dynamically generating the network topology, we describe their implementation in the ubichip, and we analyse the resulting topology. This work constitutes a first step toward neural circuits exhibiting more realistic neural plasticity features.


Article Type:
scientifique
Faculty:
Ingénierie et Architecture
School:
HEIG-VD
Institute:
ReDS - Reconfigurable & embedded Digital Systems
Subject(s):
Ingénierie
Date:
2008-06
Pagination:
8 p.
Published in:
Proceedings of NASA/ESA Conference on Adaptive Hardware and Systems, 22-25 June 2008, Noorwijk, Netherlands
DOI:
ISBN:
978-0-7695-3166-3
Appears in Collection:

Note: The status of this file is: restricted


 Record created 2019-04-02, last modified 2019-04-09

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