Fig. 1: DLAM schematic.

a The basic network architecture including registration, RRDAB modules, conv layers, the skip connection, upsampling operation, and discriminator. The full frameworks can be found in the section “Materials and methods”, Notes S1–4, and Figs. S1–4. b A commercial two-photon microscope with a fast galvo-resonant scanning system and a slow dual-axis galvo scanning system. BS beam splitter, CL collect lens, DM dichroic mirror, NDD nondescanned detectors, OB objective, SL scan lens, TL tube lens.