
Neural Networks Quiz
Authored by Rani Kumari
Computers
12th Grade
Used 2+ times

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10 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the main advantage of neural networks?
Manual data feature extraction
Automatic data feature extraction
Increased programming requirements
Limited application scope
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which layer of a neural network represents the input fields?
Output Layer
Hidden Layer
Input Layer
Activation Layer
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the role of weights in a neural network?
To represent the output of neurons
To determine the connection strength between neurons
To define the input layer
To store the activation function
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How does a neuron in a neural network produce an output?
By multiplying inputs by weights and applying an activation function
By summing inputs and applying a bias
By ignoring the weights and biases
By directly outputting the input values
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What type of neural network is ideal for binary classification tasks?
Standard Neural Network (Perceptron)
Recurrent Neural Network
Generative Adversarial Network
Convolutional Neural Network
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In a feedforward neural network, how does data flow?
Randomly
Unidirectionally
Bidirectionally
Cyclically
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the purpose of an activation function in a neuron?
To compute the weighted sum of inputs
To determine if the neuron should activate
To store the output value
To adjust the weights
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