Disclosed are devices for producing shaped or steered ultrasound for non-invasive deep brain or superficial neuromodulation impacting one or a plurality of points in a neural circuit. Depending on the application this can produce short-term effects (as in the treatment of post-surgical pain) or long-term effects in terms of Long-Term Potentiation (LTP) or Long-Term Depression (LTD) to treat indications such as neurologic and psychiatric conditions. The ultrasound transducers are used with control of direction of the energy emission, control of intensity, control of frequency for up-regulation or down-regulation, and control of phase/intensity relationships for focusing on neural targets.