Dynamic Routing on the Ubichip: Toward Synaptogenetic Neural Networks

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.