Instantons and Rarefaction Pulses as Pathways to Global Phase Coherence in Gain-Based Optical Networks
Richard Zhipeng Wang, Natalia G. Berloff

TL;DR
This paper explores how amplitude fluctuations and specific initial conditions can facilitate the removal of topological defects in gain-based optical networks, leading to reliable convergence to the global phase-coherent state.
Contribution
It introduces strategies involving amplitude dips and initial inhomogeneities to enhance defect removal and convergence in optical oscillator networks.
Findings
Amplitude dips can trigger phase unwinding in 1D systems.
Slow pump annealing improves success in reaching the ground state.
Amplitude freedom is crucial for defect removal in XY optimization.
Abstract
We investigate how to reliably remove unwanted global phase windings in gain-based optical oscillator networks, thereby ensuring convergence to the true synchronized configuration corresponding to the XY Hamiltonian's global minimum. Focusing on one-dimensional rings and two-dimensional toroidal lattices, we show that two key strategies greatly enhance the probability of reaching the defect-free state. First, operating at a low effective injection rate just above threshold, exploits the amplitude degree of freedom, allowing the system to form transient zero-amplitude holes: instantons in one dimension, or vortex-antivortex rarefaction pulses in two-dimensional space, that enable phase slips. Second, preparing the initial condition with amplitude or phase inhomogeneities can directly seed these amplitude collapses and prevent the system from getting trapped in higher-energy states with…
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Taxonomy
TopicsNeural Networks and Reservoir Computing · Nonlinear Dynamics and Pattern Formation · Photonic and Optical Devices
