Neural Network Quiz

Neural Network Quiz

University

20 Qs

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Neural Network Quiz

Neural Network Quiz

Assessment

Quiz

Computers

University

Practice Problem

Hard

Created by

Rakesh MD

Used 11+ times

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20 questions

Show all answers

1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the feedforward process in a neural network?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What happens during the backpropagation phase of training in a neural network?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the main advantage of using the ReLU activation function compared to sigmoid and tanh?

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4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the output range of the sigmoid activation function?

[-1, 1]

[0, 1]

(-∞, ∞)

[0, ∞)

5.

MULTIPLE SELECT QUESTION

30 sec • 1 pt

Which of the following activation functions suffers from the vanishing gradient problem?

Sigmoid

Tanh

ReLU

Softmax

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In a single-layer perceptron, how are input features combined to produce the output?

Through a series of hidden layers

By applying an activation function directly to the inputs

By computing the dot product of input features and weights

By using a softmax function

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following activation functions is used to convert the output of a neuron into a probability distribution?

Sigmoid

Tanh

ReLU

Softmax

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