4.6 Article

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

期刊

出版社

ROYAL SOC
DOI: 10.1098/rsif.2014.0437

关键词

soft robots; physical reservoir computing; morphological computation; octopus

资金

  1. European Commission in the ICT-FET OCTOPUS Integrating Project (EU) [FP7-231608]
  2. JSPS

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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.

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