Contact

Rajesh P. N. Rao
206-685-9141
raocs.washington.edu
Artificial Intelligence, Computational Neuroscience, Machine Learning, Robotics
Areas of interest: 

Computational neuroscience, artificial intelligence, brain-computer interfaces

BrainNet: A Multi-Person Brain-to-Brain Interface for Direct Collaboration Between Brains

L. Jiang, A. Stocco, D.M. Losey, J.A. Abernethy, C.S. Prat, R.P.N. Rao, Nature Scientific Reports 9:6115, 2019.

Towards neural co-processors for the brain: combining decoding and encoding in brain–computer interfaces

R.P.N. Rao, Current Opinion in Neurobiology 55, 2019.

Modeling other minds: Bayesian inference explains human choices in group decision-making.

K. Khalvati, S.A. Park, S. Mirbagheri, R. Philippe, M. Sestito, J.C. Dreher, R.P.N. Rao, Sci Adv 5:11, 2019.
https://www.ncbi.nlm.nih.gov/pubmed/31807706?dopt=Abstract

The Indus Script and Economics. A Role for Indus Seals and Tablets in Rationing and Administration of Labor

R.P.N. Rao, Walking with the Unicorn: Social Organization and Material Culture in Ancient South Asia, Archaeopress, 2018.

AJILE Movement Prediction: Multimodal Deep Learning for Natural Human Neural Recordings and Video

N.X.R. Wang, A. Farhadi, R.P.N. Rao, B.W. Brunton, AAAI: 32nd Conference on Artificial Intelligence, 2018.

Accelerating Imitation Learning through Crowdsourcing

M. Chung, M. Forbes, M. Cakmak, R.P.N. Rao, IEEE International Conference on Robotics and Automation (ICRA), 2014.

Probabilistic co-adaptive brain–computer interfacing

M.J. Bryan, S.A. Martin, W. Cheung, R.P.N. Rao, Journal of Neural Engineering 10:6, 2013.

Distributed cortical adaptation during learning of a brain–computer interface task

J.D. Wander, T. Blakely, K.J. Miller, K.E. Weaver, L.A. Johnson, J.D. Olson, E.E. Fetz, R.P.N. Rao, J.G. Ojemann, PNAS, 2013.

Cortically-Derived Error-Signals During BCI Use

J.D. Wander, J.D. Olson, J.G. Ojemann, R.P.N. Rao, Fifth International Brain-Computer Interface Meeting, 2013.

Automatic extraction of command hierarchies for adaptive brain-robot interfacing

M. Bryan, G. Nicoll, V. Thomas, M. Chung, J.R. Smith, R.P.N. Rao, Robotics and Automation (ICRA), 2012 IEEE International Conference on, 2012.

Interactive Hierarchical Brain-Computer Interfacing: Uncertainty-Based Interaction between Humans and Robots

M. Chung, M. Bryan, W. Cheung, R. Scherer, R.P.N. Rao, Fifth International Brain-Computer Interface Conference 2011 (BCI2011), 2011.

Gaze Following as Goal Inference: A Bayesian Model

A. Friesen, R. Rao, Conference of the Cognitive Science Society, 2011.

A Hierarchical Architecture for Adaptive Brain-Computer Interfacing

Mike Chung, W. Cheung, R. Scherer, R. Rao, International Joint Conference on Artificial Intelligence, 2011.

Predictive Coding

Y. Huang, R. Rao, Wiley Interdisciplinary Reviews, 2011.

An Adaptive Brain-Computer Interface for Humanoid Robot Control

M. Bryan, J. Green,  Mike Chung, R. Scherer, L. Chang, J.R. Smith, R. Rao, IEEE Humanoids, 2011.

A rational decision making framework for inhibitory control

P. Shenoy, R. Rao, A. Yu, Annual Conference on Neural Information Processing Systems, 2010.

Decision Making under Uncertainty: A Neural Model based on Partially Observable Markov Decision Processes

R. Rao, Frontiers in Computational Neuroscience, 2010.

Imitation Learning with Hierarchical Actions

A. Friesen, R. Rao, IEEE International Conference on Development and Learning, 2010.