Vortex-Gated Mixture of Experts: Symbolic, Zero-Parameter Routing via TERA Projection

Vortex-Gated MoE (VG-MoE): a drop-in MoE gate using a deterministic, closed-form TERA projection with zero gate parameters. This revision adds a Reference Implementation & Verification note to Data Availability: the paper's falsifiable claims are now numerically verified in the open-source harmonic-engine package (tests/test_new_math.py, passing on CPU). The VortexGate routing math and HeartScale alignment scalars are exercised by the harmonic-engine suite.

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Publication Details

Journal
Open MIND
Published
2026-06-16
DOI
https://doi.org/10.5281/zenodo.20150166
Primary Topic
Complex Network Analysis Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Vortex-Gated Mixture of Experts: Symbolic, Zero-Parameter Routing via TERA Projection

Weslyn Cory Whitehead
Open MIND
Complex Network Analysis Techniques
article

Vortex-Gated Mixture of Experts: Symbolic, Zero-Parameter Routing via TERA Projection

Weslyn Cory Whitehead
article en

Abstract

Vortex-Gated MoE (VG-MoE): a drop-in MoE gate using a deterministic, closed-form TERA projection with zero gate parameters. This revision adds a Reference Implementation & Verification note to Data Availability: the paper's falsifiable claims are now numerically verified in the open-source harmonic-engine package (tests/test_new_math.py, passing on CPU). The VortexGate routing math and HeartScale alignment scalars are exercised by the harmonic-engine suite.

Open MIND
Klamath Community College (US), Alchem Laboratories (United States) (US)
Openalex Percentile: Top 29%
Complex Network Analysis Techniques
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