A 14×14 lattice of coupled oscillators acts as an associative memory.
Hopfield weights encode 10 digit prototypes. Present a noisy or masked digit, then run
Kuramoto dynamics — the couplings pull free oscillators toward the stored pattern.
Phase 0 = bright pixel, phase π = dark pixel. The overlap chart shows which stored
digit the lattice state most resembles.