Filtering through a topological lens: homology for point processes on the time-frequency plane

Juan Manuel Miramont, Kin Aun Tan, Soumendu Sundar Mukherjee +2

We introduce a very general approach to the analysis of signals from their noisy measurements from the perspective of Topological Data Analysis (TDA). While TDA has emerged as a po…