Reservoir Computing using High Order Synchronization of Coupled Oscillators

We propose a concept for reservoir computing on oscillators using the high-order synchronization effect. The reservoir output is presented in the form of oscillator synchronization metrics: fractional high-order synchronization value and synchronization efficiency, expressed as a percentage. Using t...

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Veröffentlicht in:	arXiv.org 2020-04
Hauptverfasser:	Velichko, A A, Ryabokon, D V, Khanin, S D, Sidorenko, A V, Rikkiev, A G
Format:	Artikel
Sprache:	eng
Schlagworte:	Computation Computer Science - Emerging Technologies Computer Science - Neural and Evolutionary Computing Computer simulation Linearity Oscillators Physics - Adaptation and Self-Organizing Systems Relaxation oscillators Sequences Switches Synchronism
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