Computing with oscillators from theoretical underpinnings to applications and demonstrators
Aida Todri‐Sanial, Corentin Delacour, Madeleine Abernot, Filip Sabo
Abstract
Networks of coupled oscillators have far-reaching implications across various fields, providing insights into a plethora of dynamics. This review offers an in-depth overview of computing with oscillators covering computational capability, synchronization occurrence and mathematical formalism. We discuss numerous circuit design implementations, technology choices and applications from pattern retrieval, combinatorial optimization problems to machine learning algorithms. We also outline perspectives to broaden the applications and mathematical understanding of coupled oscillator dynamics.
Topics & Concepts
Computer scienceImplementationFormalism (music)Synchronization (alternating current)Theoretical computer scienceDistributed computingTelecommunicationsSoftware engineeringMusicalChannel (broadcasting)Visual artsArtNeural Networks and Reservoir ComputingNonlinear Dynamics and Pattern FormationAdvanced Memory and Neural Computing