Artificial Intelligence MCQ - Artificial Intelligence Section 2

46 Self-Organizing Map (SOM) is a

A
3-layers network.
B
2-layers network.
C
single layers network.
D
4-layers network.

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Correct AnswerOption B

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47 Which one of the following statements is TRUE?
Connecting weights between two layers of neural network lies

A
within the same range of input variables.
B
within the same range of output variables.
C
within a normalized scale of either (-1.0, +1.0) or (0.0, +1.0)
D
within the range of (-10.0, +10.0)

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Correct AnswerOption C

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48 Back-propagation algorithm (Delta rule)

A
uses the concept of direct search of optimization.
B
uses the concept of gradient-based search of optimization.
C
uses the concept of nature-inspired optimization algorithm.
D
does not use the concept of optimization.

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Correct AnswerOption B

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49 In generalized delta rule, momentum constant (α) is allowed to vary in the range of

A
(-1.0, +1.0)
B
(0.5, +1.5)
C
(0.0, +1.0)
D
(-10.0, +10.0)

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Correct AnswerOption C

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50 Which one of the following statements is FALSE?

A
Gaussian distribution is a radial basis function.
B
Radial Basis Function Network (RBFN) is a two-layer neural network.
C
RBFN is computationally less expensive compared to conventional multi-layer feed-forward neural network
D
Back-propagation neural network can capture the dynamics of a highly dynamic process.

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Correct AnswerOption D

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