{"title":"(Ann. Phys. 7/2024)","authors":"","doi":"10.1002/andp.202470015","DOIUrl":null,"url":null,"abstract":"<p><b>Attention to Entropic Communication</b></p><p>Attention focuses limited cognitive resources on essential information and therefore plays a central role in natural and artificial intelligence. Relative attention entropy allows to focus approximate probability functions on their most relevant parts. In the top image, the attention guided approximation of a double peaked probability density by a Gaussian focuses on the more relevant peak. Bottom: Attention emerges as importance-weighted probability in utility-conscious communication. For further information, see article number 2300334 by Torsten Enßlin and co-workers\n\n <figure>\n <div><picture>\n <source></source></picture><p></p>\n </div>\n </figure></p>","PeriodicalId":7896,"journal":{"name":"Annalen der Physik","volume":"536 7","pages":""},"PeriodicalIF":2.2000,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/andp.202470015","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annalen der Physik","FirstCategoryId":"101","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/andp.202470015","RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PHYSICS, MULTIDISCIPLINARY","Score":null,"Total":0}
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Abstract
Attention to Entropic Communication
Attention focuses limited cognitive resources on essential information and therefore plays a central role in natural and artificial intelligence. Relative attention entropy allows to focus approximate probability functions on their most relevant parts. In the top image, the attention guided approximation of a double peaked probability density by a Gaussian focuses on the more relevant peak. Bottom: Attention emerges as importance-weighted probability in utility-conscious communication. For further information, see article number 2300334 by Torsten Enßlin and co-workers
期刊介绍：
Annalen der Physik (AdP) is one of the world''s most renowned physics journals with an over 225 years'' tradition of excellence. Based on the fame of seminal papers by Einstein, Planck and many others, the journal is now tuned towards today''s most exciting findings including the annual Nobel Lectures. AdP comprises all areas of physics, with particular emphasis on important, significant and highly relevant results. Topics range from fundamental research to forefront applications including dynamic and interdisciplinary fields. The journal covers theory, simulation and experiment, e.g., but not exclusively, in condensed matter, quantum physics, photonics, materials physics, high energy, gravitation and astrophysics. It welcomes Rapid Research Letters, Original Papers, Review and Feature Articles.
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