User profiles for Aaron Gutknecht
 | Aaron J. GutknechtGeorg-August Universität Göttingen Verified email at uni-goettingen.de Cited by 153 |
Bits and pieces: Understanding information decomposition from part-whole relationships and formal logic
AJ Gutknecht, M Wibral… - Proceedings of the …, 2021 - royalsocietypublishing.org
Partial information decomposition (PID) seeks to decompose the multivariate mutual information
that a set of source variables contains about a target variable into basic pieces, the so-…
that a set of source variables contains about a target variable into basic pieces, the so-…
Introducing a differentiable measure of pointwise shared information
Partial information decomposition of the multivariate mutual information describes the distinct
ways in which a set of source variables contains information about a target variable. The …
ways in which a set of source variables contains information about a target variable. The …
A partial information decomposition for discrete and continuous variables
K Schick-Poland, A Makkeh, AJ Gutknecht… - arXiv preprint arXiv …, 2021 - arxiv.org
Conceptually, partial information decomposition (PID) is concerned with separating the
information contributions several sources hold about a certain target by decomposing the …
information contributions several sources hold about a certain target by decomposing the …
[HTML][HTML] Measuring spectrally-resolved information transfer
Information transfer, measured by transfer entropy, is a key component of distributed
computation. It is therefore important to understand the pattern of information transfer in order to …
computation. It is therefore important to understand the pattern of information transfer in order to …
From Babel to Boole: The Logical Organization of Information Decompositions
The conventional approach to the general Partial Information Decomposition (PID) problem
has been redundancy-based: specifying a measure of redundant information between …
has been redundancy-based: specifying a measure of redundant information between …
[PDF][PDF] A differentiable measure of pointwise shared information
Partial information decomposition (PID) of the multivariate mutual information describes the
distinct ways in which a set of source variables contains information about a target variable. …
distinct ways in which a set of source variables contains information about a target variable. …
Information, Logic, and Inference in the Analysis of Complex Networks
AJ Gutknecht - 2023 - ediss.uni-goettingen.de
The following thesis deals with a range of current topics in information theory and statistics.
It consists of five distinct contributions: Chapter 2 focuses on the statistics of single-regression …
It consists of five distinct contributions: Chapter 2 focuses on the statistics of single-regression …
Significant subgraph mining for neural network inference with multiple comparisons correction
AJ Gutknecht, M Wibral - Network Neuroscience, 2023 - direct.mit.edu
We describe how the recently introduced method of significant subgraph mining can be
employed as a useful tool in neural network comparison. It is applicable whenever the goal is to …
employed as a useful tool in neural network comparison. It is applicable whenever the goal is to …
The “Bottom-Up” Approach to Mental Life-A Commentary on Holk Cruse & Malte Schilling
AJ Gutknecht - 2015 - philpapers.org
With their “bottom-up” approach, Holk Cruse and Malte Schilling present a highly intriguing
perspective on those mental phenomena that have fascinated humankind since ancient times…
perspective on those mental phenomena that have fascinated humankind since ancient times…
[PDF][PDF] The “Bottom-Up” Approach to Mental Life
A Gutknecht - Open MIND, 2014 - open-mind.net
With their “bottom-up” approach, Holk Cruse and Malte Schilling present a highly intriguing
perspective on those mental phenomena that have fascinated humankind since ancient times…
perspective on those mental phenomena that have fascinated humankind since ancient times…