Dontopedia

Lohe Synchronization Equation

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Lohe Synchronization Equation has 4 facts recorded in Dontopedia across 1 reference.

4 facts·4 predicates·1 sources

Mostly:avoids autodiff(1), step1(1), step2(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (2)

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usesUses(1)

usesEquationUses Equation(1)

Other facts (4)

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4 facts
PredicateValueRef
Avoids Autodifftrue[1]
Step1Forward pass gets activations at each layer[1]
Step2Updates each layer's weights by pulling them toward the mean field of the batch activations (tangent-space Kuramoto step)[1]
Uses Geometric Synchronizationpurely geometric synchronization[1]

Timeline

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avoidsAutodiffblah/watt-activation/part-122
true
step1blah/watt-activation/part-122
Forward pass gets activations at each layer
step2blah/watt-activation/part-122
Updates each layer's weights by pulling them toward the mean field of the batch activations (tangent-space Kuramoto step)
usesGeometricSynchronizationblah/watt-activation/part-122
purely geometric synchronization

References (1)

1 references
  1. [1]Part 1224 facts
    ctx:discord/blah/watt-activation/part-122

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