Point process models for sequence detection in high-dimensional neural spike trains

Alex H. Williams, Anthony Degleris, Yixin Wang +1

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 long…