Grade 12 checkpoint 3

Q1. Which of the following refers to a computational model inspired by the structure and functions of the biological neural network? (3 marks)

a.       Machine learning

b.       Artificial Neural Networks

c.       Algorithm

d. Web design

• A

• B

• C

• D

. Identify the type of the neural network shown above. (3 marks)

a.       Single Layer Perceptron

b.       Recurrent Neural Network

c.       Multi-Layer Perceptron

d.       Convolutional Neural Network

• A

• B

• C

• D

. Identify the name of component (1) of the neural network given above. (1 mark)

a.       Input

b.       Summation Function

c.       Bias

d.       Output

• A

• B

• C

• D

. Identify the name of components (2, 3, and 4) of the neural network given above. (1 mark)

a.       Output

b.       Activation Function

c.       Summation Function

D. Weights

• A

• B

• C

• D

. Identify the name of component (5) of the neural network given above. (1 mark)

a.       Input

b.       Weights

c.       Bias

d.       Activation Function

• A

• B

• C

• D

Identify the name of component (6) of the neural network given above. (1 mark)

a.       Bias

b.       Summation Function

c.       Input

d.       Output

• A

• B

• C

• D

Identify the name of component (7) of the neural network given above. (1 mark)

a.       Summation Function

b.       Activation Function

c.       Bias

d.       Output

• A

• B

• C

• D

. Identify the name of component (8) of the neural network given above. (1 mark)

a.       Bias

b.       Activation Function

c.       Input

d.       Output

• A

• B

• C

• D

Which of the following defines the output of a neuron on a given input or set of inputs? (3 marks)

a.       Activation function

b.       Weight

c.       Bias

d.       Neuron

• A

• B

• C

• D

Which of the following neural network layers is a layer that lies in between input layers and output layers? (3 marks)

a.       Input layer

b.       Output layer

c.       Defense layer

d.       Hidden layer

• A

• B

• C

• D