Sandeep R. Datta

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 6

Top Topics

Nonlinear Manifold Learning

Efficient Inference Algorithms

Top Venues

J. Open Source Softw.

Publications

Caleb Weinreb, Mohammed Abdal Monium Osman, Maya Jay, Sandeep R. Datta
Systems Neuro Browser (SNUB). J. Open Source Softw. 9 (96) (2024)
Julia Costacurta, Lea Duncker, Blue Sheffer, Winthrop Gillis, Caleb Weinreb, Jeffrey E. Markowitz, Sandeep R. Datta, Alex H. Williams, Scott W. Linderman
Distinguishing discrete and continuous behavioral variability using warped autoregressive HMMs. NeurIPS (2022)
Stan L. Pashkovski, Giuliano Iurilli, David Brann, Daniel Chicharro, Kristen Drummey, Kevin Franks, Stefano Panzeri, Sandeep R. Datta
Structure and flexibility in cortical representations of odour space. Nat. 583 (7815) (2020)
Eleanor Batty, Matthew R. Whiteway, Shreya Saxena, Dan Biderman, Taiga Abe, Simon Musall, Winthrop Gillis, Jeffrey Markowitz, Anne Churchland, John P. Cunningham, Sandeep R. Datta, Scott W. Linderman, Liam Paninski
BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos. NeurIPS (2019)
Anqi Wu, Stan L. Pashkovski, Sandeep R. Datta, Jonathan W. Pillow
Learning a latent manifold of odor representations from neural responses in piriform cortex. NeurIPS (2018)
Matthew J. Johnson, David Duvenaud, Alexander B. Wiltschko, Ryan P. Adams, Sandeep R. Datta
Composing graphical models with neural networks for structured representations and fast inference. NIPS (2016)