Taosha Guo

Learnable Sequential Memory in Coupled Oscillator Networks

This work constructs an autonomous three-timescale dynamical system with three coupled layers: a fast Kuramoto layer that stores phase patterns as exponentially stable phase-locked configurations, an intermediate hysteresis layer that enforces reliable dwell times, and a slow attention layer that routes sequential tran...