Helmholtz Multi Head Cumsum
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Helmholtz Multi Head Cumsum has 6 facts recorded in Dontopedia across 2 references.
6 facts·6 predicates·2 sources
Mostly:is alternative dynamics model(1), not readout improvement(1), not considered(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedIs Alternative Dynamics ModelisAlternativeDynamicsModel
- Lohe Ffn V3[1]all time · Part 382
Not Readout ImprovementnotReadoutImprovement
- Lohe Ffn V3[1]all time · Part 382
Not ConsiderednotConsidered
- Readout Improvement[2]sourceall time · 380
Is Alternative toisAlternativeTo
- V3 Dynamics[2]sourceall time · 380
Rdfs:labelrdfs:label
- Helmholtz multi-head cumsum[2]sourceall time · 380
Rdf:typerdf:type
- Dynamics Model[2]all time · 380
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
—
isAlternativeDynamicsModelblah/watt-activation/part-382
ex:lohe-ffn-v3
—
isAlternativeToblah/watt-activation/380
ex:v3-dynamics
—
notConsideredblah/watt-activation/380
ex:readout-improvement
—
notReadoutImprovementblah/watt-activation/part-382
ex:lohe-ffn-v3
—
labelblah/watt-activation/380
Helmholtz multi-head cumsum
—
typeblah/watt-activation/380
ex:DynamicsModel
References (2)
2 references
- custom
ctx:discord/blah/watt-activation/part-382 - custom
ctx:discord/blah/watt-activation/380- full textwatt-activation-380text/plain3 KB
doc:agent/watt-activation-380/84a046b5-55b5-4f12-a277-387a85fc8228Show excerpt
[2026-03-19 00:07] xenonfun: ``` ❯ would we want to make a LoheFFNv4 that just replaces that readout or does that add more to it? ⏺ Just the readout. Here's why: v3 dynamics are sound — ring sync, DFT modes, Lohe tangent step all work. …
See also
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