Probabilistic Tensor Decomposition of Neural Population Spiking Activity

1 code implementation • NeurIPS 2021 • Hugo Soulat, Sepiedeh Keshavarzi, Troy Margrie, Maneesh Sahani

The firing of neural populations is coordinated across cells, in time, and across experimentalconditions or repeated experimental trials; and so a full understanding of the computationalsignificance of neural responses must be based on a separation of these different contributions tostructured activity. Tensor decomposition is an approach to untangling the influence of multiple factors in data that iscommon in many fields.

Anatomy Tensor Decomposition +1