Alex H. Williams

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

2020 · PubMed

Sparse sequences of neural spikes are posited to underlie aspects of working memory [1], motor production [2], and learning [3, 4]. Discovering these sequences in an unsupervised manner is a longstanding problem in statistical neuroscience …