Criticality in FitzHugh-Nagumo oscillator ensembles: Design, robustness, and spatial invariance

Abstract Reservoir computing is an efficient and flexible framework for decision-making, control, and signal processing. It uses a network of interacting components varying from abstract nonlinear dynamical systems to physical substrates. Despite recent progress, the hardware implementation with inh...

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Bibliographic Details
Main Authors: Bakr Al Beattie, Petro Feketa, Karlheinz Ochs, Hermann Kohlstedt
Format: Article
Language:English
Published: Nature Portfolio 2024-02-01
Series:Communications Physics
Online Access:https://doi.org/10.1038/s42005-024-01530-y