Which ONE of the below is NOT an input to an activation function in a neural network?

The correct answer is C. Activation values from the current layer. The activation values from the current layer are the output of the activation function and are not used as an input. The input to the activation function consists of the bias, activation values from the previous layer, and the weights assigned to the connections.

Machine Learning (ML)

Question

Options

ABias
BActivation values from the previous layer
CActivation values from the current layer
DThe weights assigned to the connections

How the community answered

(28 responses)

A
4% (1)
B
11% (3)
C
82% (23)
D
4% (1)

Explanation

The activation values from the current layer are the output of the activation function and are not used as an input. The input to the activation function consists of the bias, activation values from the previous layer, and the weights assigned to the connections.

Topics

#activation function#neural networks#weights#bias

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