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// bridge system
useState()→Model Weights·Event Propagation→Forward Pass·Array.map()→Tensor Operation·React diff→Loss Function L = Σ(y−ŷ)²·transition-duration→Learning Rate η·CSS clamp()→σ(x) Activation·Re-render cycle→Training Epoch·Event bubbling→Backpropagation ∂L/∂w·useCallback→Gradient Caching·Promise.all()→Batch Inference·Redux store→Weight Matrix·DevTools profiler→Loss Landscape·useState()→Model Weights·Event Propagation→Forward Pass·Array.map()→Tensor Operation·React diff→Loss Function L = Σ(y−ŷ)²·transition-duration→Learning Rate η·CSS clamp()→σ(x) Activation·Re-render cycle→Training Epoch·Event bubbling→Backpropagation ∂L/∂w·useCallback→Gradient Caching·Promise.all()→Batch Inference·Redux store→Weight Matrix·DevTools profiler→Loss Landscape·
Bridges/Residual connections
Structural Bridge

Component composition via children
=
Residual connections

Deep Orbit // Bridge #23
The connection

Both allow information to skip intermediate processing and pass through directly. React children pass content through wrapper components; residual connections pass activations around layers.

Why "Structural"?

Structural bridges share the same architecture or pattern, even though the domains differ.

Frontend concept
Component composition via children
View in glossary
ML concept
Residual connections
View in glossary
Related bridges in Deep Orbit
CSS initial values=Weight initialization
Structural
CSS normalize / reset=Batch normalization
Structural
Deeply nested callback hell=Vanishing gradients
Intuition
Animation easing functions=Learning rate scheduling
Structural
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