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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/Segmentation masks
Structural Bridge

SVG clip-path / CSS masks
=
Segmentation masks

Neon Protocol // Bridge #31
The connection

Both create pixel-level boundaries that separate regions. CSS masks define visible/hidden areas; segmentation masks label each pixel’s class. Same concept, different domain.

Why "Structural"?

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

Frontend concept
SVG clip-path / CSS masks
View in glossary
ML concept
Segmentation masks
View in glossary
Related bridges in Neon Protocol
canvas.getImageData()=Image tensors
Identity
CSS blur() / SVG filters=Convolution kernels
Structural
getBoundingClientRect()=Bounding boxes
Identity
debounce()=Non-Max Suppression
Structural
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