Ian Kinsella

Publication Activity (10 Years)

Years Active: 2019-2020
Publications (10 Years): 2

Top Topics

Nonnegative Matrix Factorization

Markov Chain Monte Carlo

Bayesian Inference

Top Venues

PLoS Comput. Biol.

Publications

Shreya Saxena, Ian Kinsella, Simon Musall, Sharon H. Kim, Jozsef Meszaros, David N. Thibodeaux, Carla Kim, John J. Cunningham, Elizabeth M. C. Hillman, Anne Churchland, Liam Paninski
Localized semi-nonnegative matrix factorization (LocaNMF) of widefield calcium imaging data. PLoS Comput. Biol. 16 (4) (2020)
Ruoxi Sun, Scott W. Linderman, Ian Kinsella, Liam Paninski
Scalable Bayesian inference of dendritic voltage via spatiotemporal recurrent state space models. NeurIPS (2019)