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.…