Spherical Gram Entropy | Neural Layer Demo

Configuration

Geometry

Shell Inner Radius

Optimization Target

Target Entropy

Point Count (N)

Calc Neighbors (k)

0 = All (Global)

Custom Potential

Add to Loss (JS/TFJS)

Vars: rho, p (Nx1x3), q (1xNx3), D (dist^2), tf.

Hyperparameters

Optimizer

Temperature (τ)

Learning Rate

Show Neighbors (k)

Neighbor Radius

Auto-Rotate View Show Triangulation Solid Fill

Interaction Force

Repel (1/r²)Attract

Gram Matrix Input: G = X \cdot Xᵀ (Dot Products) ρ = Σ exp(G / τ) (Density) p = ρ / Σρ H = -Σ p log(p)

Spherical Entropy --

Interaction 0.00

Total Fitness --

Step 0