Saved in:
| Main Author: | |
|---|---|
| Format: | Recurso digital |
| Language: | English |
| Published: |
Zenodo
2026
|
| Subjects: | |
| Online Access: | https://doi.org/10.5281/zenodo.18948342 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866901825066631168 |
|---|---|
| author | Nagy, Norbert Ferenc |
| author_facet | Nagy, Norbert Ferenc |
| contents | <p>Universal Information Field Theory introduces a unified theoretical framework in which communication is interpreted as structured state transport on an information manifold and, more generally, as the evolution of an information field.</p> <p> </p> <p>The work combines:</p> <p>- Shannon entropy</p> <p>- Fisher information geometry</p> <p>- geodesic communication</p> <p>- structured noise telemetry</p> <p>- retina-inspired task-relevant detection</p> <p>- thermodynamic information geometry</p> <p>- network curvature and information-gravity analogies</p> <p> </p> <p>Three central theoretical claims are developed:</p> <p>1. optimal communication paths are geodesics in information space,</p> <p>2. structured noise can encode telemetry about channel or network state,</p> <p>3. retina-like preprocessing can increase task-relevant Fisher information under suitable signal and noise conditions.</p> <p> </p> <p>This deposit is a theoretical research monograph and framework document.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18948342 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Universal Information Field Theory Nagy, Norbert Ferenc Universal Information Field Theory <p>Universal Information Field Theory introduces a unified theoretical framework in which communication is interpreted as structured state transport on an information manifold and, more generally, as the evolution of an information field.</p> <p> </p> <p>The work combines:</p> <p>- Shannon entropy</p> <p>- Fisher information geometry</p> <p>- geodesic communication</p> <p>- structured noise telemetry</p> <p>- retina-inspired task-relevant detection</p> <p>- thermodynamic information geometry</p> <p>- network curvature and information-gravity analogies</p> <p> </p> <p>Three central theoretical claims are developed:</p> <p>1. optimal communication paths are geodesics in information space,</p> <p>2. structured noise can encode telemetry about channel or network state,</p> <p>3. retina-like preprocessing can increase task-relevant Fisher information under suitable signal and noise conditions.</p> <p> </p> <p>This deposit is a theoretical research monograph and framework document.</p> |
| title | Universal Information Field Theory |
| topic | Universal Information Field Theory |
| url | https://doi.org/10.5281/zenodo.18948342 |