sigmoids

Curves like snakes

Sigmoids are S-shaped curves or structures.

In anatomy, the sigmoid colon is the S-curved section of the large intestine before the rectum.

In mathematics and machine learning, a sigmoid function produces an S-shaped curve that maps any input to a value between 0 and 1, making it useful for probability calculations and neural networks: The model uses sigmoids in its activation layers.

anatomy

colon

Large intestine section

diverticulitis · diverticulosis · polyps · proctology · endoscopy · biopsy · megacolon · inflammation · cancer · gastrointestinal

shape

S-curve

Two opposing consecutive bends

  • S-bendTwo opposing curves joined
  • curveSmooth, angleless line
  • arcCurved line segment

flexure · sinusoidal · undulation · wave · meander · coil · bend · serpentine · curvature · inflection

neural

logistic

Of coordination and supply

layer · network · saturation · squashing · nonlinearity · perceptron · threshold · output · probability

Opposites
curve shape/geometry

sigmoidsstraight lines

Unbent one-dimensional figures

zigzags · right angles · angles · sharp angles · jagged lines

FUNCTION BEHAVIOR (mathematics/ML)

sigmoidslinear functions

Equations producing straight graphs

exponential functions

Family

sigmoid, sigmoidoscopy, sigmoidal, sigmoidoscope

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