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Pulse-Regulated Temporal Architecture for Persistent Cognitive Machines

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Summary

The USPTO published patent application US20260094030A1 filed by Brian Galvin covering a pulse-regulated temporal architecture for persistent cognitive machines. The system implements adaptive curvature-based feedback across fast, medium, and slow pulse layers to maintain coherent timing in artificial cognition processes. The application was filed on December 8, 2025, with CPC classifications in G06N 5/04 and G06F 1/324.

What changed

Brian Galvin filed patent application US20260094030A1 for a pulse-regulated temporal architecture in persistent cognitive machines. The system maintains three pulse layers (fast, medium, slow) coupled through adaptive curvature-based feedback to sustain coherent timing. An elastic temporal manifold contracts during novelty and expands during stability, while spectral diagnostics monitor global order parameters to classify operating states including coherence, adaptation, and desynchronization. Automated controllers correct pathologies such as starvation, storm, and phase drift. In distributed configurations, multiple machines align intrinsic time geometries through curvature-diffusion coupling.

Patent applications do not impose compliance obligations on third parties. Technology companies and AI researchers may review the application to assess prior art or potential licensing considerations. The published application (No. 19412842) is available through the USPTO database. No deadlines or penalties are associated with this publication.

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Apr 3, 2026

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← USPTO Patent Applications

Pulse-Regulated Temporal Architecture for Persistent Cognitive Machines with Curvature-Based Synchronization

Application US20260094030A1 Kind: A1 Apr 02, 2026

Inventors

Brian Galvin

Abstract

A system and method are provided for implementing a pulse-regulated temporal architecture in a multiscale persistent cognitive fabric. The system maintains fast, medium, and slow pulse layers coupled through adaptive curvature-based feedback to sustain coherent timing across cognitive processes. An elastic temporal manifold adjusts its internal rhythm in response to cognitive load, contracting during novelty and expanding during stability. Spectral diagnostics monitor a global order parameter and spectral entropy to classify operating states of coherence, adaptation, and desynchronization, while automated controllers correct pathologies such as starvation, storm, and phase drift. A closed feedback loop regulates temporal curvature through sensing, comparison, control, and actuation to maintain equilibrium. In distributed configurations, multiple persistent cognitive machines align their intrinsic time geometries through curvature-diffusion coupling across a shared communication manifold, achieving synchronized persistence and scalable, energy-efficient artificial cognition.

CPC Classifications

G06N 5/04 G06F 1/324 G06N 5/022

Filing Date

2025-12-08

Application No.

19412842

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Last updated

Classification

Agency
USPTO
Published
April 2nd, 2026
Instrument
Notice
Legal weight
Non-binding
Stage
Final
Change scope
Minor
Document ID
US20260094030A1
Docket
19412842

Who this affects

Applies to
Technology companies
Industry sector
5112 Software & Technology
Activity scope
AI Research Machine Learning
Geographic scope
United States US

Taxonomy

Primary area
Artificial Intelligence
Operational domain
Legal
Topics
Computing Intellectual Property

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