For the most up-to-date list of our publications, visit PI Rao's Google Scholar webpage.
SfN 2022
Check out the lab's presentations at SfN 2022 here.
2022
Peterson, S. M., Singh, S. H., Dichter, B., Scheid, M., Rao, R. P., & Brunton, B. W. (2022). AJILE12: Long-term naturalistic human intracranial neural recordings and pose. Scientific data, 9(1), 1-10.
Winston, C., Winston, C., Winston, C. N., Winston, C., Winston, C., Rao, R. P., & Just, R. (2022). Repairing Brain-Computer Interfaces with Fault-Based Data Acquisition. arXiv preprint arXiv:2203.10677.
Paschall, C., Rao, R. P., Hauptman, J., G Ojemann, J., & Herron, J. (2022). An Immersive Virtual Reality Platform Integrating Human ECOG & sEEG: Implementation & Noise Analysis.
Gklezakos, D. C., & Rao, R. P. (2022). Active Predictive Coding Networks: A Neural Solution to the Problem of Learning Reference Frames and Part-Whole Hierarchies. arXiv preprint arXiv:2201.08813.
Yun, R., Mishler, J. H., Perlmutter, S. I., Rao, R. P., & Fetz, E. E. (2022). Local field potentials and single unit dynamics in motor cortex of unconstrained macaques during different behavioral states. bioRxiv.
Yun, R., Mishler, J., Perlmutter, S. I., Rao, R. P., & Fetz, E. E. (2022). Responses of cortical neurons to intracortical microstimulation in awake primates. bioRxiv.
Jiang, Linxing Preston, and Rajesh PN Rao. "Predictive Coding Theories of Cortical Function." Oxford Research Encyclopedia of Neuroscience (to appear).
2021
Khalvati, Koosha, Roozbeh Kiani, and Rajesh PN Rao. "Bayesian inference with incomplete knowledge explains perceptual confidence and its deviations from accuracy." Nature communications 12.1 (2021): 1-16.
Singh, Satpreet Harcharan, et al. "Emergent behavior and neural dynamics in artificial agents tracking turbulent plumes." arXiv preprint arXiv:2109.12434 (2021).
Peterson, S. M., Singh, S. H., Dichter, B., Scheid, M., Rao, R. P., & Brunton, B. W. (2021). AJILE12: Long-term naturalistic human intracranial neural recordings and pose. bioRxiv.
Singh, S. H., Peterson, S. M., Rao, R. P., & Brunton, B. W. (2021). Mining naturalistic human behaviors in long-term video and neural recordings. Journal of Neuroscience Methods, 358, 109199.
Peterson, S. M., Singh, S. H., Wang, N. X., Rao, R. P., & Brunton, B. W. (2021). Behavioral and neural variability of naturalistic arm movements. Eneuro.
Peterson, S. M., Steine-Hanson, Z., Davis, N., Rao, R. P., & Brunton, B. W. (2021). Generalized neural decoders for transfer learning across participants and recording modalities. Journal of Neural Engineering, 18(2), 026014.
Peterson, S. M., Rao, R. P., & Brunton, B. W. (2021). Learning neural decoders without labels using multiple data streams. bioRxiv.
Caldwell, D. J., Cronin, J. A., Levinson, L. H., & P.N. Rao, R. (2021). Touch restoration through electrical cortical stimulation in humans. In Somatosensory Feedback for Neuroprosthetics (pp. 443–478). Elsevier.
Jiang, L. P., Gklezakos, D. C., & Rao, R. P. (2021). Dynamic Predictive Coding with Hypernetworks. bioRxiv.
Harris, K. D., Aravkin, A., Rao, R., & Brunton, B. W. (2021). Time-Varying Autoregression with Low-Rank Tensors. SIAM Journal on Applied Dynamical Systems, 20(4), 2335-2358.