The Importance of Forgetting: Limiting Memory Improves Recovery of Topological Characteristics from Neural Data

Samir Chowdhury, Bowen Dai, Facundo Mémoli

We develop of a line of work initiated by Curto and Itskov towards understanding the amount of information contained in the spike trains of hippocampal place cells via topology con…