1 code implementation • 30 Jan 2020 • Jeff T. Mohl, Valeria C. Caruso, Surya T. Tokdar, Jennifer M. Groh
In particular, we simulated dual stimulus trial spike counts that reflected fluctuating mixtures of the single stimulus spike counts, stable intermediate averages, single stimulus winner-take-all, or response distributions that were outside the range defined by the single stimulus responses (such as summation or suppression).
no code implementations • 12 Nov 2015 • Chris Glynn, Surya T. Tokdar, David L. Banks, Brian Howard
We extend the Dynamic Topic Model of Blei and Lafferty (2006) by explicitly modeling document level topic proportions with covariates and dynamic structure that includes polynomial trends and periodicity.
no code implementations • 22 Aug 2013 • Silvia Montagna, Surya T. Tokdar
Gaussian process (GP) models are widely used to emulate propagation uncertainty in computer experiments.
Methodology