Algorithms for neuroprosthetic control
System-based therapies for neuropsychiatric disorders
Neurotechnologies for research and clinical applications
'We leverage neuroplasticity, machine learning, and neurotechnology to ask how the brain learns and controls movement, and to develop smart prosthetics and neurotherapies.”
Piech D.K., Johnson B.C., Shen K., Ghanbari M.M., Li K.Y., Neely R.M., Kay J.E., Carmena J.M.1 , Maharbiz M.M.1 , Muller R.1  (2020) A wireless millimetre-scale implantable neural stimulator with ultrasonically powered bidirectional communication .  Nature Biomedical Engineering  doi: 10.1038/s41551-020-0518-9. [1, co-senior authors]
Athalye V.R., Carmena J.M., Costa R.M. (2020) Neural reinforcement: re-entering and refining neural dynamics leading to desirable outcomes.  Current Opinion in Neurobiology  doi:10.1016/j.conb.2019.11.023.