Dontopedia
Explore

Kuramotospsa

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

Kuramotospsa has 13 facts recorded in Dontopedia across 3 references, with 1 live disagreement.

13 facts·10 predicates·3 sources·1 in dispute

Mostly:step includes(3), rdfs:label(2), is gradient free(1)

Maturity scale raw canonical shape-checked rule-derived certified

Step Includesin disputestepIncludes

Is Gradient FreeisGradientFree

  • true[1]all time · Part 122

Produces Noisy Gradient EstimateproducesNoisyGradientEstimate

  • very noisy 1-sample estimate[1]all time · Part 122

Relies on Stochastic ApproximationreliesOnStochasticApproximation

Requires Two Forward PassesrequiresTwoForwardPasses

  • true[1]all time · Part 122

Usesuses

Rdfs:labelrdfs:label

  • KuramotoSPSA[3]sourceall time · 119
  • KuramotoSPSA[2]sourceall time · 122

Uses AlgorithmusesAlgorithm

Propertyproperty

Rdf:typerdf:type

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.

hasMemberHas Member(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.

13 undated
—
isGradientFreeblah/watt-activation/part-122
true
—
producesNoisyGradientEstimateblah/watt-activation/part-122
very noisy 1-sample estimate
—
propertyblah/watt-activation/122
ex:gradient-free
—
labelblah/watt-activation/119
KuramotoSPSA
—
labelblah/watt-activation/122
KuramotoSPSA
—
typeblah/watt-activation/119
ex:SoftwareComponent
—
reliesOnStochasticApproximationblah/watt-activation/part-122
ex:spsa
—
requiresTwoForwardPassesblah/watt-activation/part-122
true
—
stepIncludesblah/watt-activation/122
ex:gradient-estimation
—
stepIncludesblah/watt-activation/122
ex:loss-evaluation
—
stepIncludesblah/watt-activation/122
ex:perturbation-selection
—
usesblah/watt-activation/part-122
ex:simultaneous-perturbation-stochastic-approximation
—
usesAlgorithmblah/watt-activation/122
ex:spsa

References (3)

3 references
  1. [1]Part 1225 facts
    customctx:discord/blah/watt-activation/part-122
  2. [2]watt-activation-1226 facts
    customctx:discord/blah/watt-activation/122
    • full textwatt-activation-122
      text/plain3 KBdoc:agent/watt-activation-122/57649dd0-cec5-4d9a-bc09-bec5f2db2137
      Show excerpt
      [2026-03-09 01:19] xenonfun: ⏺ BP = Backpropagation — whether the optimizer computes gradients via automatic differentiation or not. Adam / RotAdamW use standard backprop: 1. Forward pass → compute loss 2. nn.value_and_grad() → autod…
  3. [3]watt-activation-1192 facts
    customctx:discord/blah/watt-activation/119
    • full textwatt-activation-119
      text/plain3 KBdoc:agent/watt-activation-119/dd015076-4b38-4017-9483-3f91bdce858d
      Show excerpt
      [2026-03-09 00:25] xenonfun: okay at least generating something probablt still some bugs. ⏺ Committed and pushed. Key things done this session: 1. docs/symbiogenesis.md saved as a core document, linked prominently from CLAUDE.md 2. Roo…

See also

Keep researching

Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.

↑