2020
Point process models for sequence detection in high-dimensional neural spike trains
NeurIPS 2020oral
Sparse sequences of neural spikes are posited to underlie aspects of working memory, motor production, and learning. Discovering these sequences in an unsupervised manner is a longstanding problem in statistical neuroscience. Promising recent work utilized a convolutive nonnegative matrix factorizat…