Topology Mask

as donto believed on

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

Topology Mask

Zeros Out	Entries^[7]
Zeros Out	Unused Results^[2]
Consistent With	Design Principles^[2]
Consistent With	design principles^[1]
Applied by	Element Wise Multiplication^[2]
Applied by	element-wise multiplication^[1]
Rdf:type	Component^[7]
Rdf:type	Structural Constraint^[6]
Rdfs:label	Topology mask^[1]
Rdfs:label	topology mask^[4]
Has Property	zero diagonal^[1]
Has Property	fixed^[1]
Is Fixed	true^[4]
Is Not Learned	true^[6]

ex:topology-mask

Topology Mask has 39 facts recorded in Dontopedia across 9 references, with 6 live disagreements.

39 facts·26 predicates·9 sources·6 in dispute

Mostly:zeros out(3), rdf:type(3), has property(3)

Zeros Outin dispute`zerosOut`

Entries^[7]sourceall time · 314
Unused Results^[2]all time · Part 314
unused results^[1]sourceall time · 312

Consistent Within dispute`consistentWith`

Design Principles^[2]all time · Part 314
design principles^[1]sourceall time · 312

Applied byin dispute`appliedBy`

Element Wise Multiplication^[2]all time · Part 314
element-wise multiplication^[1]sourceall time · 312

Rdf:typein dispute`rdf:type`

Component^[7]all time · 314
Structural Constraint^[6]all time · 310
Structural Prior^[4]all time · 308

Rdfs:labelin dispute`rdfs:label`

Topology mask^[1]all time · 312
topology mask^[4]sourceall time · 308

Has Propertyin dispute`hasProperty`

zero diagonal^[1]sourceall time · 312
fixed^[1]sourceall time · 312
symmetric^[1]sourceall time · 312

Is Fixed`isFixed`

true^[4]sourceall time · 308
true^[2]all time · Part 314
true^[5]all time · Part 310

Is Not Learned`isNotLearned`

true^[6]sourceall time · 310
true^[5]all time · Part 310
true^[2]all time · Part 314

Consistent With Principle`consistentWithPrinciple`

Coupling Is Structural Not Learned Principle^[3]all time · Part 312

Is Structural Not Learned`isStructuralNotLearned`

Topology Aware Anchorkan^[3]all time · Part 312

Zeros Out Most Entries for`zerosOutMostEntriesFor`

Ring Star Topologies^[9]all time · Part 313

Has Zero Diagonal`hasZeroDiagonal`

true^[2]all time · Part 314

Inbound mentions (1)

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.

`dependsOn`Depends on(1)

Kan Anchor Edgesex:kan-anchor-edges

Other facts (14)

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.

14 facts

Predicate	Value	Ref
Is Structural Constant	true	[2]
Is Symmetric	true	[2]
Multiplies Elementwise Before	Matmul	[2]
Zeros Out Entries	Matrix	[8]
Is Structural Prior About	Discrete Code Space Organization	[5]
Provides Prior for	Code Space	[5]
Causes Consistency With	Lohe Ffnv3	[3]
Applied Timing	after spline evaluation	[1]
Status As	structural constant	[1]
Is Learned	false	[1]
Applied Before	matmul	[1]
Applied to	coupling matrix	[1]
Represents Prior About	Discrete Code Space Organization	[4]
Is Structural	true	[6]

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.

39 undated

—

appliedBeforeblah/watt-activation/312

matmul

—

appliedByblah/watt-activation/part-314

ex:element-wise-multiplication

—

appliedByblah/watt-activation/312

element-wise multiplication

—

appliedTimingblah/watt-activation/312

after spline evaluation

—

appliedToblah/watt-activation/312

coupling matrix

—

causesConsistencyWithblah/watt-activation/part-312

ex:lohe-ffnv3

—

consistentWithblah/watt-activation/part-314

ex:design-principles

—

consistentWithblah/watt-activation/312

design principles

—

consistentWithPrincipleblah/watt-activation/part-312

ex:coupling-is-structural-not-learned-principle

—

hasPropertyblah/watt-activation/312

zero diagonal

—

hasPropertyblah/watt-activation/312

fixed

—

hasPropertyblah/watt-activation/312

symmetric

—

hasZeroDiagonalblah/watt-activation/part-314

true

—

isFixedblah/watt-activation/308

true

—

isFixedblah/watt-activation/part-314

true

—

isFixedblah/watt-activation/part-310

true

—

isLearnedblah/watt-activation/312

false

—

isNotLearnedblah/watt-activation/310

true

—

isNotLearnedblah/watt-activation/part-310

true

—

isNotLearnedblah/watt-activation/part-314

true

—

isStructuralblah/watt-activation/310

true

—

isStructuralConstantblah/watt-activation/part-314

true

—

isStructuralNotLearnedblah/watt-activation/part-312

ex:topology-aware-anchorkan

—

isStructuralPriorAboutblah/watt-activation/part-310

ex:discrete-code-space-organization

—

isSymmetricblah/watt-activation/part-314

true

—

multipliesElementwiseBeforeblah/watt-activation/part-314

ex:matmul

—

providesPriorForblah/watt-activation/part-310

ex:code-space

—

labelblah/watt-activation/312

Topology mask

—

labelblah/watt-activation/308

topology mask

—

typeblah/watt-activation/314

ex:Component

—

typeblah/watt-activation/310

ex:StructuralConstraint

—

typeblah/watt-activation/308

ex:StructuralPrior

—

representsPriorAboutblah/watt-activation/308

ex:discrete-code-space-organization

—

statusAsblah/watt-activation/312

structural constant

—

zerosOutblah/watt-activation/314

ex:entries

—

zerosOutblah/watt-activation/part-314

ex:unused-results

—

zerosOutblah/watt-activation/312

unused results

—

zerosOutEntriesblah/watt-activation/part-316

ex:matrix

—

zerosOutMostEntriesForblah/watt-activation/part-313

ex:ring-star-topologies

References (9)

9 references

[1]watt-activation-31212 facts
customctx:discord/blah/watt-activation/312
- full textwatt-activation-312
  text/plain2 KBdoc:agent/watt-activation-312/a94d94c9-cb05-4130-b4b4-f637d9a3825c
  Show excerpt
  [2026-03-15 01:16] xenonfun: ⏺ Topology-Aware AnchorKAN — Full Review Correctness: Good 1. Manifold consistency — oscillators stay on the unit circle via _cnorm after every dynamics step. The KAN edge splines operate on phase differen…
[2]Part 3149 facts
customctx:discord/blah/watt-activation/part-314
[3]Part 3123 facts
customctx:discord/blah/watt-activation/part-312
[4]watt-activation-3084 facts
customctx:discord/blah/watt-activation/308
- full textwatt-activation-308
  text/plain3 KBdoc:agent/watt-activation-308/d073f62b-9e37-4589-a9c8-139213339464
  Show excerpt
  [2026-03-14 23:29] xenonfun: ``` ⏺ You've added topology-aware AnchorKAN attention: - _anchor_topology_mask(n_anchors, topology) — builds adjacency for complete, ring, path, or star anchor graphs - kan_anchor_edges — optional KAN splin…
[5]Part 3104 facts
customctx:discord/blah/watt-activation/part-310
[6]watt-activation-3103 facts
customctx:discord/blah/watt-activation/310
- full textwatt-activation-310
  text/plain2 KBdoc:agent/watt-activation-310/def19978-e389-42a5-b76d-effa98546fcf
  Show excerpt
  [2026-03-15 00:34] xenonfun: ⏺ Good implementation. Here's my review: Topology-Aware AnchorKAN — Review What it does: - Adds 4 anchor graph topologies: complete (default/existing), ring, path, star - _anchor_topology_mask() builds…
[7]watt-activation-3142 facts
customctx:discord/blah/watt-activation/314
- full textwatt-activation-314
  text/plain2 KBdoc:agent/watt-activation-314/ded594ee-5f01-46ec-83f4-35b5ddd1c3f6
  Show excerpt
  [2026-03-15 01:41] xenonfun: ``` ⏺ Topology Speed Comparison (compiled, exact training config) ┌──────────────┬───────┬─────────┐ │ Topology │ Tok/s │ ms/step │ ├──────────────┼───────┼─────────┤ │ complete+KAN │ 7,221 │ 567 …
[8]Part 3161 fact
customctx:discord/blah/watt-activation/part-316
[9]Part 3131 fact
customctx:discord/blah/watt-activation/part-313

Keep researching

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Topology Mask

Zeros Outin disputezerosOut

Consistent Within disputeconsistentWith

Applied byin disputeappliedBy

Rdf:typein disputerdf:type

Rdfs:labelin disputerdfs:label

Has Propertyin disputehasProperty

Is FixedisFixed

Is Not LearnedisNotLearned

Consistent With PrincipleconsistentWithPrinciple

Is Structural Not LearnedisStructuralNotLearned

Zeros Out Most Entries forzerosOutMostEntriesFor

Has Zero DiagonalhasZeroDiagonal

Inbound mentions (1)

dependsOnDepends on(1)

Other facts (14)

Timeline

References (9)

See also

Keep researching

Zeros Outin dispute`zerosOut`

Consistent Within dispute`consistentWith`

Applied byin dispute`appliedBy`

Rdf:typein dispute`rdf:type`

Rdfs:labelin dispute`rdfs:label`

Has Propertyin dispute`hasProperty`

Is Fixed`isFixed`

Is Not Learned`isNotLearned`

Consistent With Principle`consistentWithPrinciple`

Is Structural Not Learned`isStructuralNotLearned`

Zeros Out Most Entries for`zerosOutMostEntriesFor`

Has Zero Diagonal`hasZeroDiagonal`

`dependsOn`Depends on(1)