Information & Computation

Anything related to information theory or computation

Research Papers | Coherence Information Theory | Information | Information & Computation | Physics

Geometric Encoding and Decoding in Coherence Geometry: A Unified Framework for Transmission, Storage, Inference, Learning, and Control
Byadmin 2026-09-122026-09-12

CGI-RSR-000038 | We introduce Geometric Encoding and Decoding (GED) as a general operational paradigm within the Coherence-Geometric Information Substrate (CGIS). Building on the pre-symbolic treatment of information developed in earlier work, GED distinguishes the preparation of an information-bearing coherence-compatible state, its persistence or propagation under perturbation, and subsequent recovery through coherence-directed dynamics.

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Research Papers | Coherence Information Theory | Information | Information & Computation

Coherence-Geometric Encoder/Decoder: A Multi-Phase Framework for Analog Storage and Transmission
Byadmin 2026-09-122026-09-12

CGI-RSR-000037 | We introduce a general encoder–decoder architecture based on Coherence Geometry (CG) in which continuous signals are mapped into structured multi-phase latent states (mu-space) governed by shared-amplitude constraints and an explicit coherence energy. Channel or storage perturbations act directly on this information-bearing latent state. Recovery is then performed by coherence-driven relaxation toward a coherence-compatible low-energy configuration before the recovered latent is decoded and mapped back into the source or target domain.

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Research Papers | Coherence Information Theory | Information | Information & Computation | Physics

Triadic Organization of Coherence-Governed Systems: Stabilization, Activation, and Transport as Constraint-Driven Modes
Byadmin 2026-09-122026-09-12

CGI-RSR-000036 | We describe a triadic organizational structure for systems governed by constraints
on coupled configurations, in which stabilization, activation, and transport arise as intrinsic modes of behavior. In physical systems, it appears as relaxation, activation, and transport dynamics; in informational systems, the corresponding roles appear as inference and recovery, storage and persistence, and transmission.

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Coherence Information Theory | Document | Information | Public | Public Release

A Conceptual Overview of the Coherence-Geometric Framework: Organizational Structure, Terminology, and Projection
Byadmin 2026-09-122026-09-12

CGI-REF-0001 | This document is an organizational and terminological reference for the Coherence Geometry Institute (CGI). It does not introduce new axioms or technical results, but records the conceptual structure, naming conventions, and interpretive distinctions used across the CGI canon and associated works.

Read More A Conceptual Overview of the Coherence-Geometric Framework: Organizational Structure, Terminology, and Projection
Pattern Formation | Coherence Basins and Defect Structures | Coherence-Driven Intelligence | Field Dynamics | Information & Computation | Physics | Research Papers

Emergent Modular Structure in Coherence-Driven Oscillator Fields: Spontaneous Phase Alignment and Internal Refinement in Conservative Lattices
Byadmin 2026-05-192026-05-19

CGI-RSR-000025 | The paper demonstrates a model where even in single-phase systems, modular segmentation and internal refinement can arise purely from local alignment dynamics. In high-dimensional extensions—such as those used in CDI inference systems—this behavior becomes a scalable mechanism for unsupervised structure formation, analog memory stabilization, and generalization.

Read More Emergent Modular Structure in Coherence-Driven Oscillator Fields: Spontaneous Phase Alignment and Internal Refinement in Conservative Lattices
Information & Computation | Coherence-Driven Intelligence | Research Papers

Emergent Intelligence from Coherence-Driven Dynamics: Archival Submission Packages
Byadmin 2026-05-152026-05-17

CGI-RSR-000017 | Archival Nature-format and PNAS-format submission materials for the original EI/CDI computational result. The package reports classification-like behavior arising from coherence-driven refinement in a constrained medium, without conventional supervised training, feature extraction, backpropagation, or weight-based optimization.

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Information & Computation | Coherence Information Theory | Information | Research Papers

A Coherence-Geometric Substrate for Information, Modulation, and Inference
Byadmin 2026-05-112026-05-17

CGI-RSR-000014 | We examine the foundations of information from a coherence-geometric perspective, treating information not as a collection of independent symbols but as structure arising from constrained phase relationships within a shared energetic substrate, prior to symbolic discretization.

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Information & Computation | Clay Millennium Problems | Constraint Satisfaction and Computational Search | Mathematics | Research Papers

A Coherence Field Approach to SAT: Linear-Scale Defect Structure and Clause-Centered Repair
Byadmin 2026-05-032026-05-17

Internal ID: CGI-RSR-000002 | We study a coherence-based dynamical representation of Boolean satisfiability in which clauses induce local pressures that generate a field over variables, and assignments evolve by aligning with this field.

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