Spatiotemporal multi-resolution approximation of the Amari type neural field model

► We derive a multi-resolution estimator of continuum neural field parameters. ► The Macroscopic and microscopic dynamics of the system can be shown simultaneously. ► We show how to infer an arbitrary shaped intracortical connectivity kernel from data.