Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Conor Finn"'
Autor:
Conor Finn, Joseph T. Lizier
Publikováno v:
Entropy, Vol 22, Iss 2, p 216 (2020)
The entropy of a pair of random variables is commonly depicted using a Venn diagram. This representation is potentially misleading, however, since the multivariate mutual information can be negative. This paper presents new measures of multivariate i
Externí odkaz:
https://doaj.org/article/774b4943260b42b99078d57fade58ac0
Autor:
Joseph T. Lizier, Michael S. Harré, Melanie Mitchell, Simon DeDeo, Conor Finn, Kristian Lindgren, Amanda L. Lizier, Hiroki Sayama
Publikováno v:
Complexity, Vol 2018 (2018)
Due to the interdisciplinary nature of complex systems as a field, students studying complex systems at university level have diverse disciplinary backgrounds. This brings challenges (e.g., wide range of computer programming skills) but also opportun
Externí odkaz:
https://doaj.org/article/3928cc339cbd4c88b7620016fe07ded5
Autor:
Conor Finn, Joseph T. Lizier
Publikováno v:
Entropy, Vol 20, Iss 11, p 826 (2018)
Information is often described as a reduction of uncertainty associated with a restriction of possible choices. Despite appearing in Hartley’s foundational work on information theory, there is a surprising lack of a formal treatment of this interpr
Externí odkaz:
https://doaj.org/article/b069210d37ff439f9c31b0d085199a03
Publikováno v:
Entropy, Vol 19, Iss 9, p 494 (2017)
Information processing performed by any system can be conceptually decomposed into the transfer, storage and modification of information—an idea dating all the way back to the work of Alan Turing. However, formal information theoretic definitions u
Externí odkaz:
https://doaj.org/article/938be046f4ba4e8f902fe06f86bee38c
Autor:
Melanie Mitchell, Joseph T. Lizier, Michael Harre, Kristian Lindgren, Conor Finn, Hiroki Sayama, Simon DeDeo, Amanda L. Lizier
Publikováno v:
Complexity, Vol 2018 (2018)
Due to the interdisciplinary nature of complex systems as a field, students studying complex systems at university level have diverse disciplinary backgrounds. This brings challenges (e.g., wide range of computer programming skills) but also opportun
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::01fcae5e6a9c78493ee3a46a803d320f
https://doi.org/10.1155/2018/7306871
https://doi.org/10.1155/2018/7306871
Autor:
Joseph T. Lizier, Conor Finn
Publikováno v:
Entropy
Volume 22
Issue 2
Entropy, Vol 22, Iss 2, p 216 (2020)
Volume 22
Issue 2
Entropy, Vol 22, Iss 2, p 216 (2020)
The entropy of a pair of random variables is commonly depicted using a Venn diagram. This representation is potentially misleading, however, since the multivariate mutual information can be negative. This paper presents new measures of multivariate i
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::763d0676ed210722998e3bd38545f2dc
Autor:
Joseph T. Lizier, Conor Finn
Publikováno v:
Entropy
Entropy, Vol 20, Iss 11, p 826 (2018)
Volume 20
Issue 11
Entropy, Vol 20, Iss 11, p 826 (2018)
Volume 20
Issue 11
Information is often described as a reduction of uncertainty associated with a restriction of possible choices. Despite appearing in Hartley&rsquo
s foundational work on information theory, there is a surprising lack of a formal treatment of thi
s foundational work on information theory, there is a surprising lack of a formal treatment of thi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::10abf50d6943765d3c22c49047789a8f
http://europepmc.org/articles/PMC7512388
http://europepmc.org/articles/PMC7512388
Autor:
Leonardo Novelli, Raul Vicente, Michael Wibral, Pedro A. M. Mediano, Patricia Wollstadt, Mario Martínez-Zarzuela, Joseph T. Lizier, Conor Finn
The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynamics from multivariate time series data using information theory. IDTxl provides functionality to estimate the foll
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a973af6244843776c134095c35d39404
http://arxiv.org/abs/1807.10459
http://arxiv.org/abs/1807.10459
Autor:
Joseph T. Lizier, Conor Finn
Publikováno v:
Entropy
Entropy; Volume 20; Issue 4; Pages: 297
Entropy; Volume 20; Issue 4; Pages: 297
What are the distinct ways in which a set of predictor variables can provide information about a target variable? When does a variable provide unique information, when do variables share redundant information, and when do variables combine synergisti
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fb9f57de297bcee598efadc25780f59e
http://europepmc.org/articles/PMC7512814
http://europepmc.org/articles/PMC7512814
Autor:
Joseph T. Lizier, Conor Finn
Publikováno v:
The 2018 Conference on Artificial Life.
Pointwise partial information decomposition provides a means to quantify information modification in discrete systems exhibiting intrinsic distributed computation. In his seminal “Computation at th...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2d34ce19ea464de1d0159a094670cdd3
https://doi.org/10.1162/isal_a_00075
https://doi.org/10.1162/isal_a_00075