activation function
C19812
concept
An activation function is a mathematical operation applied to a neuron's input in a neural network to introduce non-linearity and determine the neuron's output signal.
All labels observed (1)
| Label | Occurrences |
|---|---|
| activation function canonical | 2 |
Description generation (CDg)
The one-sentence description above was generated by prompting gpt-5.1 with the class name and this instruction.
Instruction
generate a one-sentence description for a given conceptual class. # Response Format Return only the sentence: "Description: [one-sentence description of the conceptional class]"
Input
Class: activation function
Generated description
An activation function is a mathematical operation applied to a neuron's input in a neural network to introduce non-linearity and determine the neuron's output signal.
Instances (2)
| Instance | Via concept surface |
|---|---|
| ReLU | — |
| Randomized ReLU | — |