Neural Field Theory: Bumps & Traveling Waves

Amari (1977) neural field: τ ∂u/∂t = −u + ∫w(x−x')f(u(x'))dx'. Localized bump solutions model spatial working memory. Tune E/I balance to transition between bumps, waves, and oscillations.