Literature DB >> 25185579

Exploiting short-term memory in soft body dynamics as a computational resource.

K Nakajima1, T Li2, H Hauser2, R Pfeifer2.   

Abstract

Soft materials are not only highly deformable, but they also possess rich and diverse body dynamics. Soft body dynamics exhibit a variety of properties, including nonlinearity, elasticity and potentially infinitely many degrees of freedom. Here, we demonstrate that such soft body dynamics can be employed to conduct certain types of computation. Using body dynamics generated from a soft silicone arm, we show that they can be exploited to emulate functions that require memory and to embed robust closed-loop control into the arm. Our results suggest that soft body dynamics have a short-term memory and can serve as a computational resource. This finding paves the way towards exploiting passive body dynamics for control of a large class of underactuated systems.
© 2014 The Author(s) Published by the Royal Society. All rights reserved.

Entities:  

Keywords:  morphological computation; octopus; physical reservoir computing; soft robots

Mesh:

Substances:

Year:  2014        PMID: 25185579      PMCID: PMC4191087          DOI: 10.1098/rsif.2014.0437

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.118


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