A Comparison of Partial Information Decompositions Using Data from Real and Simulated Layer 5b Pyramidal Cells
Partial information decomposition allows the joint mutual information between an output and a set of inputs to be divided into components that are synergistic or shared or unique to each input. We consider five different decompositions and compare their results using data from layer 5b pyramidal cel...
Main Authors: | Jim W. Kay, Jan M. Schulz, William A. Phillips |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2022-07-01
|
Series: | Entropy |
Subjects: | |
Online Access: | https://www.mdpi.com/1099-4300/24/8/1021 |
Similar Items
-
A Novel Approach to the Partial Information Decomposition
by: Artemy Kolchinsky
Published: (2022-03-01) -
A Partial Information Decomposition for Multivariate Gaussian Systems Based on Information Geometry
by: Jim W. Kay
Published: (2024-06-01) -
Partial and Entropic Information Decompositions of a Neuronal Modulatory Interaction
by: Jim W. Kay, et al.
Published: (2017-10-01) -
Decomposing and Tracing Mutual Information by Quantifying Reachable Decision Regions
by: Tobias Mages, et al.
Published: (2023-06-01) -
Partial Information Decomposition: Redundancy as Information Bottleneck
by: Artemy Kolchinsky
Published: (2024-06-01)