Question

(a) A neural network for multiclass classification is shown below. Nodes are labelled from 1 to 10. input 1 3 input 2 4 5 [6] output 8 output 6 9 7 output 10 Bias Bias Bias (i) State the number of neurons in the neural network. (ii) State the number of hidden layers in the neural network. (iii) State the number of classes (categories) of the label in the classification problem. (iv) Suggest a suitable activation function for use in the nodes/neurons 8, 9, and 10, and specify the range of output values of the function. (v) State the node(s) to which error data in node/neuron 5 are passed.

          (a) A neural network for multiclass classification is shown below. Nodes are labelled
from 1 to 10.
input
1
3
input
2
4
5
[6]
output
8
output
6
9
7
output
10
Bias
Bias
Bias
(i)
State the number of neurons in the neural network.
(ii)
State the number of hidden layers in the neural network.
(iii)
State the number of classes (categories) of the label in the classification
problem.
(iv) Suggest a suitable activation function for use in the nodes/neurons 8, 9,
and 10, and specify the range of output values of the function.
(v)
State the node(s) to which error data in node/neuron 5 are passed.

(a) A neural network for multiclass classification is shown below. Nodes are labelled
from 1 to 10.
input
1
3
input
2
4
5
[6]
output
8
output
6
9
7
output
10
Bias
Bias
Bias
(i)
State the number of neurons in the neural network.
(ii)
State the number of hidden layers in the neural network.
(iii)
State the number of classes (categories) of the label in the classification
problem.
(iv) Suggest a suitable activation function for use in the nodes/neurons 8, 9,
and 10, and specify the range of output values of the function.
(v)
State the node(s) to which error data in node/neuron 5 are passed.

Added by Kathryn G.

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