Helmholtz Fiber
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Helmholtz Fiber has 19 facts recorded in Dontopedia across 9 references, with 1 live disagreement.
Mostly:uses(2), has(1), uses multi head averaging(1)
Maturity scale
raw canonical shape-checked rule-derived certifiedUsesin disputeuses
- Bandpass Resonators[5]all time · Part 379
- Phi H Demodulation[4]all time · Part 453
Hashas
- Complex Pole Demodulation[4]all time · Part 453
Uses Multi Head AveragingusesMultiHeadAveraging
- null[9]all time · Part 451
Currently Uses DecaycurrentlyUsesDecay
- [0.5, 0.8, 0.95, 0.99][2]all time · Part 433
Has Empirical Decay InithasEmpiricalDecayInit
- null[2]all time · Part 433
Uses EmpiricallyusesEmpirically
- Decay Values[2]all time · Part 433
Isis
- Complex Pole Cumsum[8]all time · Part 424
Has ComplexityhasComplexity
- O(T)[5]all time · Part 379
Implementsimplements
- Multi Head Complex Pole Γ Cumsum[5]all time · Part 379
Operates onoperatesOn
- B T G H Spectra[5]all time · Part 379
Does Similar todoesSimilarTo
- Lohe Complex Split Attention[3]all time · Part 40
Operates at LeveloperatesAtLevel
Inbound mentions (9)
Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.
consistsOfConsists of(2)
- Combination 1
ex:combination-1 - Combination 3
ex:combination-3
usesExistingPrimitiveUses Existing Primitive(2)
- Proposed Mlx Build
ex:proposed-mlx-build - Resonant Wire
ex:resonant-wire
alreadyHasComputationalEquivalentInAlready Has Computational Equivalent in(1)
- Our Recurrences
ex:our-recurrences
containsFunctionContains Function(1)
- Helmholtz.py
ex:harmonic_mlx/helmholtz.py
derivedFromDerived From(1)
- K T
ex:k-t
sourceSource(1)
- Temporal Key
ex:temporal-key
usesUses(1)
- Resonantwirelm
ex:resonantwirelm
Other facts (6)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Implements Cumsum | true | [7] |
| Has Decay Parameter | Current Decay Values | [6] |
| Part of | Our Recurrences | [6] |
| Rdf:type | Component | [6] |
| Applies to | Ffn Level | [1] |
| Functionally Similar to | Complex Poles With Dispersion | [1] |
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.
References (9)
- custom
ctx:discord/blah/random/40- full textrandom-40text/plain3 KB
doc:agent/random-40/730d8c77-858f-41f8-a687-36cfdb4d5cc9Show excerpt
[2026-03-19 00:22] xenonfun: ``` The open question: Your existing lohe_complex_split attention already has complex poles with dispersion. The Helmholtz fiber is doing something very similar but at the FFN level rather than the attention…
- custom
ctx:discord/blah/watt-activation/part-433 - custom
ctx:discord/blah/random/part-40 - custom
ctx:discord/blah/watt-activation/part-453 - custom
ctx:discord/blah/watt-activation/part-379 - custom
ctx:discord/blah/watt-activation/431- full textwatt-activation-431text/plain2 KB
doc:agent/watt-activation-431/fe3431ab-9a99-4974-a30a-a6d733127e7eShow excerpt
[2026-03-20 05:54] xenonfun: ``` The geodesic map preserves the exact intended angular displacement: theta = dt * ||tangent|| radians, period. No distortion. The key difference from our version Their version still uses κ — theta = kap…
- custom
ctx:discord/blah/watt-activation/part-380 - custom
ctx:discord/blah/watt-activation/part-424 - custom
ctx:discord/blah/watt-activation/part-451
See also
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