44 citations · 181 across the 20 of their papers we have counts for
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cs.CV2019★ 5 cited
Fast shared response model for fMRI data
Hugo Richard, Lucas Martin, Ana Luısa Pinho +2
The shared response model provides a simple but effective framework to analyse fMRI data of subjects exposed to naturalistic stimuli. However when the number of subjects or runs is…
stat.ML2019★ 6 cited
Efficient non-conjugate Gaussian process factor models for spike count data using polynomial approximations
Stephen L. Keeley, David M. Zoltowski, Yiyi Yu +3
Gaussian Process Factor Analysis (GPFA) has been broadly applied to the problem of identifying smooth, low-dimensional temporal structure underlying large-scale neural recordings.…