Form Constant (GPU)

The four geometries people actually report seeing — tunnel, spiral, lattice, cobweb — drawn as one stripe field in log-polar space and rotated between them, which is how the retina-to-cortex mapping produces all four from a single pattern. The spectral centroid steers the angle.