I am a researcher interested in theoretical neuroscience, machine learning, cognitive psychology and psychiatry (among many other things).
Before that, I was at the University of Washington as a graduate student and post-doctoral scholar working with Rajesh Rao, and affiliated with the Neural Systems Laboratory. I received a Phd in Computer Science (2008) for my dissertation titled Brain-Computer Interfaces for Control and Computation.
I taught the winter 2012 course on Natural Computation at UCSD, and co-managed the Spring 2006 course on Brain-Computer Interfaces at the University of Washington. I also worked on Human-aided Computing in collaboration with Desney Tan at Microsoft Research, and on the Brain-Controlled Humanoid Robot at UW, with Rajesh Rao.
Some recent publications
Rational preference shifts in multi-attribute choice: what is fair?
P. Shenoy, A. J. Yu. Proceedings of the Cognitive Science Society (CogSci) 2013, to appear.
Bayesian predictions and evaluation in the anterior cingulate cortex (link).
J.S. Ide, Pradeep Shenoy, Angela J. Yu, C-S. R. Li. J. Neurosci, 33(5):2039-2047, 2013.
Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making (link)
P. Shenoy, A. J. Yu. Advances in Neural Information Processing Systems (NIPS) 25, 2012.
Rational decision-making in inhibitory control (link)
P. Shenoy, A. J. Yu. Frontiers in Human Neuroscience 5:48, 2011.
A rational decision-making framework for inhibitory control (link)
P. Shenoy, R. P.N. Rao. A. J. Yu. Advances in Neural Information Processing Systems (NIPS) 23, 2010.
Differential efficiency of conflict resolution underlies individual differences in inhibitory capacity in the stop simon task.
P. Shenoy, S. Jahfari, A. J. Yu. Society for Neuroscience Abstracts, 2012
A rational account of contextual effects in preference choice: what is fair?
P Shenoy, A. J. Yu. Society for Mathematical Psychology, 2012
Human-aided Computing: Utilizing Implicit Human Processing to Classify Images (link)
Pradeep Shenoy, Desney Tan. ACM Conference on Human Factors in Computing (CHI) 2008.
Control of a Humanoid Robot by a Noninvasive Brain-Computer Interface in Humans (link)
C.J. Bell, P. Shenoy, R. Chalodhorn, R. Rao. J Neural Eng 5 (2008), 214-220.
Finger Movement Classification for an Electrocorticographic BCI (link)
P. Shenoy, K.J. Miller, J. Ojemann, R. Rao. IEEE EMBS Conf. Neur Engg 2007.
Real-time Functional Brain Mapping using Electrocorticography (link)
K.J. Miller, M. denNijs, P. Shenoy, R. Rao, J. Ojemann. NeuroImage 37(2) 504-507, 2007.
Towards Adaptive Classification for BCI (link)
P. Shenoy, M. Krauledat, B. Blankertz, R. Rao, K.-R. Mueller. J Neur Eng. 3 (2006).