Information Decomposition of Target Effects from Multi-Source Interactions (Record no. 77011)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03099naaaa2200373uu 4500 |
| 001 - CONTROL NUMBER | |
| control field | https://directory.doabooks.org/handle/20.500.12854/50217 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220220085148.0 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | books978-3-03897-016-3 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783038970156 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783038970163 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.3390/books978-3-03897-016-3 |
| Terms of availability | doi |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | dc |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Michael Wibral (Ed.) |
| Relationship | auth |
| 245 10 - TITLE STATEMENT | |
| Title | Information Decomposition of Target Effects from Multi-Source Interactions |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Name of publisher, distributor, etc. | MDPI - Multidisciplinary Digital Publishing Institute |
| Date of publication, distribution, etc. | 2018 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 electronic resource (336 p.) |
| 506 0# - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Open Access |
| Source of term | star |
| Standardized terminology for access restriction | Unrestricted online access |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Using Shannon information theory to analyse the contributions from two source variables to a target, for example, we can measure the information held by one source about the target, the information held by the other source about the target, and the information held by those sources together about the target. Intuitively, however, there is strong desire to measure further notions of how this directed information interaction may be decomposed, e.g., how much information the two source variables hold redundantly about the target, how much each source variable holds uniquely, and how much information can only be discerned by synergistically examining the two sources together. The absence of measures for such decompositions into redundant, unique and synergistic information is arguably the most fundamental missing piece in classical information theory. Triggered by the formulation of the Partial Information Decomposition framework by Williams and Beer in 2010, the past few years have witnessed a concentration of work by the community in proposing, contrasting, and investigating new measures to capture these notions of information decomposition. This Special Issue seeks to bring together these efforts, to capture a snapshot of the current research, as well as to provide impetus for and focused scrutiny on newer work, present progress to the wider community and attract further research. Our contributions present: several new approaches for measures of such decompotions; commentary on properties, interpretations and limitations of such approaches; and applications to empirical data (in particular to neural data). |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE | |
| Terms governing use and reproduction | Creative Commons |
| Use and reproduction rights | https://creativecommons.org/licenses/by-nc-nd/4.0/ |
| Source of term | cc |
| -- | https://creativecommons.org/licenses/by-nc-nd/4.0/ |
| 546 ## - LANGUAGE NOTE | |
| Language note | English |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Shannon information |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | synergy |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | shared information transfer entropy |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | information theory |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | mutual information |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | redundancy |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | information decomposition |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Joseph Lizier (Ed.) |
| Relationship | auth |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Nils Bertschinger (Ed.) |
| Relationship | auth |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Juergen Jost (Ed.) |
| Relationship | auth |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://www.mdpi.com/books/pdfview/book/735">https://www.mdpi.com/books/pdfview/book/735</a> |
| Access status | 0 |
| Public note | DOAB: download the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://directory.doabooks.org/handle/20.500.12854/50217">https://directory.doabooks.org/handle/20.500.12854/50217</a> |
| Access status | 0 |
| Public note | DOAB: description of the publication |
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