Dynamic Routing on the Ubichip: Toward Synaptogenetic Neural Networks

Authors:
Andres Upegui;Yann Thoma;Andres Perez-Uribe;Eduardo Sanchez
Affiliations:
-;-;-;-
Venue:
AHS '08 Proceedings of the 2008 NASA/ESA Conference on Adaptive Hardware and Systems
Year:
2008

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Abstract

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.