Which of the following statement(s) is/are true about activation functions? (1) The activation functions are used to define the output of a node given the input. (2) The sigmoid function can be used as an activation function. (3) It always works as a linear function. (4) It is a parameter that is optimized during backpropagation. A. (1), (2) & (3) B. (1) & (2) C. (3) & (4) D. (1) & (3)
Which of the following statement(s) is/are true about activation functions? (1) The activation functions are used to define the output of a node given the input. (2) The sigmoid function can be used as an activation function. (3) It always works as a linear function. (4) It is a parameter that is optimized during backpropagation. A. (1), (2) & (3) B. (1) & (2) C. (3) & (4) D. (1) & (3)
Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
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Which of the following statement(s) is/are true about activation functions?
(1) The activation functions are used to define the output of a node given the input.
(2) The sigmoid function can be used as an activation function.
(3) It always works as a linear function.
(4) It is a parameter that is optimized during backpropagation.
A. (1), (2) & (3)
B. (1) & (2)
C. (3) & (4)
D. (1) & (3)
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