Helmholtz Layer 0
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Helmholtz Layer 0 has 4 facts recorded in Dontopedia across 1 reference.
4 facts·3 predicates·1 sources
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raw canonical shape-checked rule-derived certifiedOther facts (3)
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.
3 facts
| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | Neural Network Layer | [1] |
| Has Lower Spectral Entropy Than | V3 Model | [1] |
| Not Yet Benefited From Temporal Mixing | true | [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.
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typeblah/watt-activation/450
ex:NeuralNetworkLayer
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labelblah/watt-activation/450
Helmholtz Layer 0
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hasLowerSpectralEntropyThanblah/watt-activation/450
ex:v3-model
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notYetBenefitedFromTemporalMixingblah/watt-activation/450
true
References (1)
1 references
ctx:discord/blah/watt-activation/450- full textwatt-activation-450text/plain2 KB
doc:agent/watt-activation-450/652d4cdf-7420-4c67-925e-a554f75d0bebShow excerpt
[2026-03-21 04:37] xenonfun: ## Spectral Characterization: v3 vs Helmholtz (per-layer, 500-step trained) ``` Key findings: 1. Helmholtz has higher spectral entropy in 5 of 6 layers (mean 1.967 vs 1.893). The fiber's multi-head bandpass …
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