Reservoir computing with swarms

Reservoir computing with swarms

We study swarms as dynamical systems for reservoir computing (RC). By example of a modified Reynolds boids model, the specific symmetries and dynamical properties of a swarm are explored with respect to a nonlinear time-series prediction task. Specifically, we seek to extract meaningful information...

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Bibliographic Details
Main Authors: Lymburn, T., Algar, S.D., Small, Michael, Jüngling, T.
Format: Journal Article
Language:English
Published: AIP Publishing 2021
Subjects:
Science & Technology
Physical Sciences
Mathematics, Applied
Physics, Mathematical
Mathematics
Physics
CONSISTENCY PROPERTIES
DRIVEN
COMPUTATION
SYSTEM
CHAOS
Online Access:http://purl.org/au-research/grants/arc/IC180100030
http://hdl.handle.net/20.500.11937/91022

Internet

http://purl.org/au-research/grants/arc/IC180100030
http://hdl.handle.net/20.500.11937/91022

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