Rajesh P.N. Rao
Also known as Rajesh Rao
Rajesh Rao is a computer scientist at the University of Washington whose work joins computational neuroscience, brain-computer interfaces and artificial intelligence. With Dana Ballard, he published a predictive coding model of the visual cortex in Nature Neuroscience in 1999, and in 2006 his lab showed a person directing a humanoid robot with brain signals. A 2013 experiment with Andrea Stocco sent a brain signal over the Internet to move a colleague's finger, which the team believed was the first noninvasive human-to-human brain interface. He won a Guggenheim Fellowship in 2016, received a Weill Neurohub grant in 2021 for a brain co-processor that pairs artificial neural networks with the brain, and proposed an active predictive coding theory of the neocortex in 2024. He is the CJ and Elizabeth Hwang Professor at the Allen School of Computer Science & Engineering and co-director of the Center for Neurotechnology.
- Now at
- University of Washington
- Born
- 1970
- Badges
Years link to their sources.
Timeline
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1992–2000
Degrees and a Salk postdoc
He graduates summa cum laude from Angelo State University in 1992 with a B.S. in Computer Science/Mathematics. A master's degree in 1994 and a Ph.D. in 1998, both in computer science, follow at the University of Rochester. After a Sloan postdoctoral fellowship at the Salk Institute for Biological Studies, he joins the University of Washington faculty in 2000.
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1999
A predictive coding model of vision
With Dana Ballard, he publishes "Predictive coding in the visual cortex" in Nature Neuroscience in 1999. In their model, feedback connections from a higher visual area carry predictions of lower-level neural activity and feedforward connections carry the residual errors between the predictions and the actual activity.
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2006
Brain control of a humanoid robot
In 2006, he and his students at the University of Washington show that a person can order a humanoid robot to move to specific locations and pick up specific objects through brain waves. The operator, a graduate student in his lab, wears a cap with 32 electrodes that picks up the signals by electroencephalography.
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2009–2011
Statistics of the Indus script
In 2009, he is lead author of a Science study that compares the order of Indus script symbols with linguistic scripts and with nonlinguistic systems, including DNA and a programming language, and finds that the inscriptions fall in the middle of the spoken languages. In March 2011, he gives the TED talk "A Rosetta Stone for a lost language" on using modern computation to read the script.
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2013
Brain-to-brain link and a textbook
In August 2013, he and Andrea Stocco, a UW research assistant professor in psychology, demonstrate what they believe is the first noninvasive human-to-human brain interface. Electrical recordings of Rao's brain send a signal over the Internet that makes Stocco's finger press a key across campus. Cambridge University Press publishes his textbook Brain-Computer Interfacing in 2013.
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2016
A Guggenheim Fellowship
In 2016, he receives a Guggenheim Fellowship for the project "The Computational Brain: Understanding and Interfacing with Neuronal Networks." He also leads the National Science Foundation's Center for Sensorimotor Neural Engineering.
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2021–2024
Brain co-processors and cortical theory
In 2021, he receives a two-year Weill Neurohub grant to develop a "brain co-processor," a brain-computer interface that couples artificial neural networks with their biological counterparts so that the two learn alongside each other. In June 2024, he publishes "A sensory-motor theory of the neocortex" in Nature Neuroscience, proposing that the neocortex implements active predictive coding.
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As of October 2026
Professor and center co-director
He is the CJ and Elizabeth Hwang Professor in the Paul G. Allen School of Computer Science & Engineering and the Department of Electrical & Computer Engineering at the University of Washington, co-director of the Center for Neurotechnology, and director of the Neural Systems Laboratory. His research spans computational neuroscience, brain-computer interfaces and artificial intelligence, and he co-teaches the course Neural Engineering (BIOEN 460) with Azadeh Yazdan in the fall quarter.
Career
- Since 2000University of WashingtonFaculty
- Salk Institute for Biological StudiesPostdoctoral Fellow
- Center for Sensorimotor Neural EngineeringLead
Education
- 1998University of RochesterPh.D. in Computer Science
- 1994University of RochesterMaster's degree in Computer Science
- 1992Angelo State UniversityB.S. in Computer Science/Mathematics
Sources and credits
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- Rajesh P. N. Rao - Wikipedia
- Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects | Nature Neuroscience
- Researchers demonstrate direct brain control of humanoid robot | UW News
- Indus script encodes language, reveals new study of ancient symbols | UW News
- Rajesh Rao: A Rosetta Stone for a lost language | TED Talk
- Researcher controls colleague's motions in 1st human brain-to-brain interface | UW News
- Introduction (Chapter 1) - Brain-Computer Interfacing
- 3 University of Washington professors recognized by Guggenheim Foundation | UW News
- UW CSE's Rajesh Rao wins 2016 Guggenheim Fellowship | Allen School News Archive
- Rajesh Rao receives Weill Neurohub grant to develop a 'brain co-processor' | UW Department of Electrical & Computer Engineering
- A sensory-motor theory of the neocortex | Center for Neurotechnology
- Rajesh P.N. Rao, Professor - Paul G. Allen School of Computer Science & Engineering
- October 2026 Newsletter | Center for Neurotechnology

