This Collection will bring together interdisciplinary research on neuroimaging, both structural and functional (MRI), computational neuroscience, neural signal processing, neural interfacing and decoding, and neuromodulation. Systems engineering studies in humans and animal models that advance our understanding of neural circuitry function and modulation are welcome.