sigmoidal

Gentle S-bend shape

Sigmoidal means S-shaped or resembling the Greek letter sigma (Σ).

The term appears most often in technical contexts: a sigmoidal curve in statistics rises slowly, accelerates through its middle, then levels off.

The sigmoid colon is the S-curved section of the large intestine.

In machine learning, sigmoidal activation functions map inputs to outputs between zero and one.

curve

S-shaped

Double-curved form

dose-response · saturation · threshold · transition · midpoint · steep · gradual · plateau · symmetric · antisymmetric

biological

dose-response

Relationship between amount and effect

inhibition · Michaelis-Menten · population growth · regulatory

mathematical

function

Purpose or duty

  • equationMathematical equality assertion
  • graphVisual data display
  • plotStoryline or land parcel

derivative · integral · tangent · limit · convergence · exponential · growth · decay · optimization · regression

Opposites
curve shape

sigmoidallinear

Arranged in straight succession

straight · rectilinear · exponential · logarithmic · parabolic

transition dynamics

sigmoidalstep function

Piecewise constant graph

discontinuous · abrupt · binary · threshold · instantaneous

response/transition type

sigmoidallinear

Arranged in straight succession

proportional · step function · binary · threshold · graded

Family

sigmoid, sigmoids

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