An Evolving and Developing Cellular Electronic Circuit

A novel multi-cellular electronic circuit capable of evolution and development is described here. The circuit is composed of identical cells whose shape and location in the system is arbitrary. Cells all contain the complete genetic description of the final system, as in living organisms. Through a mechanism of development, cells connect to each other using a fully distributed hardware routing mechanism and differentiate by expressing a corresponding part of the genetic code thereby taking a specific functionality and connectivity in the system. The configuration of the system is found by using artificial evolution and intrinsic evolution at the schematic level is possible. Applications include the approximation of boolean functions and the evolution of a controller capable of navigating a Khepera robot while avoiding obstacles. The circuit is suited for a custom chip called POEtic, which is a generic platform to implement bio-inspired applications.

Published in:
9th International Conference on Artificial Life (Alife9), 33-38
Presented at:
9th International Conference on Artificial Life (Alife9), Boston (MA),
Sponsor: POEtic IST-2000-28027 (OFES 00.0529-1)

 Record created 2006-01-12, last modified 2018-03-17

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