Signal Transformation & Mapping Effects

Primes about how a transformation reshapes an input into an output: convolution, linearity, and eigenvectors describing the mapping itself, and distortion, harmonic distortion, aliasing, overfitting, and production signatures naming the deviations, artifacts, and diminishing gains the mapping imprints.

10 primes in this family — primes that sit near one another in abstraction space (k-means over structural-signature embeddings). Each is shown with its structural–framed character and how distinctive (sparsely-neighbored) it is.

• Aliasing — — · distinctive
• Convolution — — · distinctive
• Diminishing Incremental Gains — structural · distinctive
• Distortion — — · crowded
• Eigenvalue And Eigenvector — — · mid
• Harmonic Distortion — — · distinctive
• Linearity — structural · crowded
• Overfitting — mixed-structural · distinctive
• Production Signature — — · mid
• Recursive Attenuating Amplification — — · mid