Work

State-Dependent Representation Geometry for Computation, Coding, Sequential Prediction, and Continual Memory

Year: 2026

Type: preprint

Abstract: This paper introduces state-dependent representation geometry as a conditional modelling framework in which representation geometry is regenerated from causal history and treated as an active computational variable. It organizes Function-Defined Radix Systems, the SafeGear modular gearbox, HyperMorphic Threshold Coding, and HyperMorphic SafeMemory under a shared formal structure. The manuscript reports narrow empirical witnesses on dpkg event-chain prediction, physical residual-regime modelling, and continual-memory mechanism isolation.

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.21125343

Author: Gerrard, Shaun Paul

Language: English

Topic: Cognitive Computing and Networks

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7167053409

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