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Lohe Spherical Ffn V3

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

Lohe Spherical Ffn V3 has 26 facts recorded in Dontopedia across 5 references, with 2 live disagreements.

26 facts·21 predicates·5 sources·2 in dispute

Mostly:includes component(5), has component(2), add k probes param(1)

Maturity scale raw canonical shape-checked rule-derived certified

Includes Componentin disputeincludesComponent

Has Componentin disputehasComponent

Add K Probes ParamaddKProbesParam

  • true[1]all time · Part 382

Add Probe U WeightsaddProbeUWeights

Add Probe V WeightsaddProbeVWeights

Does Dft Decomposition on SpheredoesDftDecompositionOnSphere

Has Euclidean ReadouthasEuclideanReadout

Implementsimplements

Uses Mode AmplitudesusesModeAmplitudes

Normalizes to Unit Sphere Per GroupnormalizesToUnitSpherePerGroup

  • null[5]all time · Part 237

Uses Group ProjectionusesGroupProjection

  • G × H[5]all time · Part 237

Explains What It IsexplainsWhatItIs

  • true[3]all time · Part 234

Inbound mentions (6)

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.

consistsOfManifoldNativePlusEuclideanResidualPathsConsists of Manifold Native Plus Euclidean Residual Paths(1)

doesNotUseComponentDoes Not Use Component(1)

isEssentiallyWhatIs Essentially What(1)

isNotDepartureIs Not Departure(1)

lacksLoheFFNUsageLacks Lohe Ffn Usage(1)

trainsVariantTrains Variant(1)

Other facts (9)

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.

9 facts
PredicateValueRef
Has One Sentence SummaryEach token's representation is split into G oscillator groups that sync together on a ring, then the sync result is described using ring-frequency (DFT) harmonics and fed forward.[3]
Involves Oscillatorstrue[3]
Involves Ring Topologytrue[3]
Tested With PromptGod Is[3]
Uses Dfttrue[3]
Version ofv3[3]
Rdfs:labelLoheSphericalFFNv3[4]
Rdf:typeComponent[4]
Explains Whytrue[3]

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.

addKProbesParamblah/watt-activation/part-382
true
addProbeUWeightsblah/watt-activation/part-382
ex:probe-u
addProbeVWeightsblah/watt-activation/part-382
ex:probe-v
doesDftDecompositionOnSphereblah/watt-activation/part-260
ex:sphere
explainsWhatItIsblah/watt-activation/part-234
true
explainsWhyblah/watt-activation/part-234
true
hasComponentblah/watt-activation/255
ex:_dft-basis
hasComponentblah/watt-activation/255
ex:mode-amplitudes
hasEuclideanReadoutblah/watt-activation/part-260
ex:dft-modes
hasOneSentenceSummaryblah/watt-activation/part-234
Each token's representation is split into G oscillator groups that sync together on a ring, then the sync result is described using ring-frequency (DFT) harmonics and fed forward.
implementsblah/watt-activation/part-260
ex:hybrid-design
includesComponentblah/watt-activation/part-237
ex:dft-ring-mode-decomposition
includesComponentblah/watt-activation/part-237
ex:group-projection-g-times-h
includesComponentblah/watt-activation/part-237
ex:per-group-normalization-to-unit-sphere
includesComponentblah/watt-activation/part-237
ex:readout-back-to-token-space
includesComponentblah/watt-activation/part-237
ex:ring-topology-lohe-kuramoto-sync
involvesOscillatorsblah/watt-activation/part-234
true
involvesRingTopologyblah/watt-activation/part-234
true
normalizesToUnitSpherePerGroupblah/watt-activation/part-237
null
labelblah/watt-activation/255
LoheSphericalFFNv3
typeblah/watt-activation/255
ex:Component
testedWithPromptblah/watt-activation/part-234
ex:god-is
usesDFTblah/watt-activation/part-234
true
usesGroupProjectionblah/watt-activation/part-237
G × H
usesModeAmplitudesblah/watt-activation/part-260
ex:dft-modes
versionOfblah/watt-activation/part-234
v3

References (5)

5 references
  1. [1]Part 3823 facts
    customctx:discord/blah/watt-activation/part-382
  2. [2]Part 2604 facts
    customctx:discord/blah/watt-activation/part-260
  3. [3]Part 2348 facts
    customctx:discord/blah/watt-activation/part-234
  4. customctx:discord/blah/watt-activation/255
    • full textwatt-activation-255
      text/plain2 KBdoc:agent/watt-activation-255/58fdaac3-b76b-40d0-b3ab-d254503f97f1
      Show excerpt
      [2026-03-12 16:06] xenonfun: Audio is the killer app here — a mel spectrogram already IS a filterbank of phase-amplitude pairs. The current MelEncoder throws away the phase and compresses to d_model vectors. A phase-native encoder would k
  5. [5]Part 2377 facts
    customctx:discord/blah/watt-activation/part-237

See also

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