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Exploiting short-term memory in soft body dynamics as a computational resource
Author(s) -
Kohei Nakajima,
Tian Li,
Helmut Häuser,
Rolf Pfeifer
Publication year - 2014
Publication title -
journal of the royal society interface
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.655
H-Index - 139
eISSN - 1742-5689
pISSN - 1742-5662
DOI - 10.1098/rsif.2014.0437
Subject(s) - computer science , underactuation , computation , dynamics (music) , nonlinear system , elasticity (physics) , term (time) , degrees of freedom (physics and chemistry) , control theory (sociology) , control (management) , artificial intelligence , physics , algorithm , quantum mechanics , acoustics , thermodynamics
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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