Enhancing particle swarm optimization based on optical computing mechanism: application to dyslexia detection | Synapse
March 3, 2026Open Access
Enhancing particle swarm optimization based on optical computing mechanism: application to dyslexia detection
Key Points
Enhanced performance was observed in dyslexia detection tasks with an optical computing mechanism,
The particle swarm optimization method demonstrated significant advantages in benchmark optimization problems,
Analysis involved a novel all-optical computational update mechanism to improve outcomes,
Supports the integration of optical computing in computational methods for better diagnostic results.
Abstract
The use of an all-optical computational update mechanism demonstrated enhanced performance in both benchmark optimization problems and dyslexia detection tasks.