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Types of ANN G12

Total questions: 8

Worksheet time: 4mins

Name
Class
Date
1.

Which type of ANN is the simplest and oldest model?

a)

Single Layer Perceptron

b)

Deep Feedforward Neural Network

c)

Multi-Layer Perceptron

d)

Feedforward Neural Network

2.

In which type of ANN does the data or the input travel in one direction?

a)

Single Layer Perceptron

b)

Feedforward Neural Network

c)

Multi-Layer Perceptron

d)

Recurrent Neural Network

3.

Which type of ANN is used to classify data that cannot be separated linearly?

a)

Multi-Layer Perceptron

b)

Deep Feedforward Neural Network

c)

Feedforward Neural Network

d)

Single Layer Perceptron

4.

Which type of ANN is used for processing structured arrays of data such as images?

a)

Recurrent Neural Network

b)

Deep Feedforward Neural Network

c)

Feedforward Neural Network

d)

Convolutional Neural Network

5.

How many layers does a Convolutional Neural Network often consist of?

a)

Up to 10 layers

b)

Up to 40 layers

c)

Up to 20 layers

d)

Up to 30 layers

6.

In which type of ANN does the network work on the principle of saving the output of a layer and feeding it back to the input?

a)

Single Layer Perceptron

b)

Feedforward Neural Network

c)

Multi-Layer Perceptron

d)

Recurrent Neural Network

7.

What does each neuron act as in a Recurrent Neural Network?

a)

Output node

b)

Input node

c)

Processing unit

d)

Memory cell

8.

In which type of ANN does the system self-learn and work towards making the right prediction during the backpropagation?

a)

Recurrent Neural Network

b)

Multi-Layer Perceptron

c)

Single Layer Perceptron

d)

Feedforward Neural Network