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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/Image tensors
Identity Bridge

canvas.getImageData()
=
Image tensors

Neon Protocol // Bridge #27
The connection

Both represent images as flat arrays of pixel values (RGBA channels). Uint8ClampedArray from getImageData() is literally an image tensor. Same data, same structure.

Why "Identity"?

Identity bridges are the same concept in both domains. The code is identical or nearly identical.

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