In a recent issue ofNature Methods, Platisa et al. present an approach for long-term,in vivopopulation voltage imaging with single spike resolution across a local population of 100 neurons.1Key to this step forward was the combination of a customized high-speed two-photon microscope with an optimized, positive-going, genetically encoded voltage indicator and a tailored machine learning denoising algorithm.