Cognitive Projection and Observer Entropy: A Minimal Model of Subjective Physics

Version 5 investigates the coupling between subjective entropy and reaction time in perceptual decision-making. The model introduces an entropy-based reaction time estimator under additive Gaussian noise and validates it through large-scale simulations with varying Dirichlet priors. Statistical analysis includes Spearman and Pearson correlations as well as bootstrapped confidence intervals. Comparative results show how entropy-based internal uncertainty predicts observable variability in reaction times. This version supersedes all previous releases for any reference to reaction time modeling and entropy–behavior coupling. See also: Khomyakov (2025), Comment on Evans (2025), DOI:10.5281/zenodo.17469210 See also: Reassessment of the Undecidability Argument Against Simulation, DOI:10.5281/zenodo.17500108

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-07-12
DOI
https://doi.org/10.5281/zenodo.15867963
Primary Topic
Neural and Behavioral Psychology Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Cognitive Projection and Observer Entropy: A Minimal Model of Subjective Physics

Zenodo (CERN European Organization for Nuclear Research)
Neural and Behavioral Psychology Studies
article

Cognitive Projection and Observer Entropy: A Minimal Model of Subjective Physics

article en

Abstract

Version 5 investigates the coupling between subjective entropy and reaction time in perceptual decision-making. The model introduces an entropy-based reaction time estimator under additive Gaussian noise and validates it through large-scale simulations with varying Dirichlet priors. Statistical analysis includes Spearman and Pearson correlations as well as bootstrapped confidence intervals. Comparative results show how entropy-based internal uncertainty predicts observable variability in reaction times. This version supersedes all previous releases for any reference to reaction time modeling and entropy–behavior coupling. See also: Khomyakov (2025), Comment on Evans (2025), DOI:10.5281/zenodo.17469210 See also: Reassessment of the Undecidability Argument Against Simulation, DOI:10.5281/zenodo.17500108

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 48%
Neural and Behavioral Psychology Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.