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Evolution-in-materio: A frequency classifier using materials | IEEE Conference Publication | IEEE Xplore

Evolution-in-materio: A frequency classifier using materials


Abstract:

Evolution-in-materio (EIM) is a method that uses artificial evolution to exploit properties of materials to solve computational problems without requiring a detailed unde...Show More

Abstract:

Evolution-in-materio (EIM) is a method that uses artificial evolution to exploit properties of materials to solve computational problems without requiring a detailed understanding of such properties. In this paper, we describe experiments using a purpose-built EIM platform called Mecobo to classify whether an applied square wave signal is above or below a user-defined threshold. This is the first demonstration that electrical configurations of materials (carbon nanotubes and a polymer) can be evolved to act as frequency classifiers.
Date of Conference: 09-12 December 2014
Date Added to IEEE Xplore: 15 January 2015
Electronic ISBN:978-1-4799-4479-8
Conference Location: Orlando, FL, USA
Department of Electronics, University of York, York, UK
Department of Electronics, University of York, York, UK
Department of Electronics, University of York, York, UK
Department of Computer and Information Science, Norwegian University of Science and Technology, Trondheim, Norway
Department of Computer and Information Science, Norwegian University of Science and Technology, Trondheim, Norway
Durham University, Durham, Durham, GB
School of Engineering and Computing Sciences, Durham University, UK

Department of Electronics, University of York, York, UK
Department of Electronics, University of York, York, UK
Department of Electronics, University of York, York, UK
Department of Computer and Information Science, Norwegian University of Science and Technology, Trondheim, Norway
Department of Computer and Information Science, Norwegian University of Science and Technology, Trondheim, Norway
Durham University, Durham, Durham, GB
School of Engineering and Computing Sciences, Durham University, UK

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