2 papers
q-bio.QM2024
Message-Relevant Dimension Reduction of Neural Populations
Amanda Merkley, Alice Y. Nam, Y. Kate Hong +1
Quantifying relevant interactions between neural populations is a prominent question in the analysis of high-dimensional neural recordings. However, existing dimension reduction me…
cs.IT2023
Computing Unique Information for Poisson and Multinomial Systems
Chaitanya Goswami, Amanda Merkley, Pulkit Grover
Bivariate Partial Information Decomposition (PID) describes how the mutual information between a random variable M and two random variables Y and Z is decomposed into unique, redun…