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sigmoid
In mathematical and statistical contexts, this term describes a specific type of curve that transitions from a low value to a high value, creating a characteristic S-shape. It is frequently used in machine learning and biology to describe growth patterns or activation functions where a value is constrained between two bounds.
In medical terminology, the word is used as a shorthand for the sigmoid colon. While the adjective form describes the shape, the noun form refers specifically to this anatomical structure. Because it refers to a specific organ part, it is treated as a countable noun in clinical settings when discussing different sections or pathologies of the colon.
Meanings
Examples
The neural network uses a sigmoid activation function to map inputs to a value between zero and one.
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We need to apply a sigmoid transformation to normalize these probability scores.
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