Dynamic effects on reservoir computing with a Hopf oscillator.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review. E"
DOI: 10.1103/physreve.105.044212
Abstract: Limit cycle oscillators have the potential to be resourced as reservoir computers due to their rich dynamics. Here, a Hopf oscillator is used as a physical reservoir computer by discarding the delay line and time-multiplexing… read more here.
Keywords: oscillator; dynamic effects; computing hopf; effects reservoir ... See more keywords
Voltage Feedforward Damping Control Based on Duffing–Hopf Oscillator for Parallel Grid-Forming Inverters
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Power Electronics"
DOI: 10.1109/tpel.2025.3568790
Abstract: Oscillator-based grid-forming (GFM) control, such as dispatchable virtual oscillator and Andronov–Hopf oscillator control, offers a rigorous analytical framework with enhanced synchronization, lower harmonic, and faster dynamic response but lacks effective inertia support. Insufficient inertia will… read more here.
Keywords: voltage feedforward; oscillator; control; hopf oscillator ... See more keywords