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Which of the following best describes a neural network in artificial intelligence?

Which of the following statements best distinguishes a (MLP) from a (SLP)?

Neural Networks

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Answers

1
Which of the following statements best distinguishes a (MLP) from a (SLP)?
MLP has one or more hidden layers, whereas SLP does not.
SLP can solve non-linear problems, while MLP cannot.
Both SLP and MLP require hidden layers to function.
MLP is only used for logical operations like AND and OR.
2
Which of the following best describes a neural network in artificial intelligence?
A type of database used for storing and retrieving information
A single-layered model that cannot process complex data
A fixed algorithm that uses hard-coded rules for decision-making
A system of layers and nodes that mimic brain functions to learn patterns
3
What is the main function of the activation function in a neural network?
To reduce the number of neurons in a layer
To store the training data
To introduce non-linearity into the model
To connect neurons across layers
4
What are the three main layers in a neural network?
Head, middle, tail
Input, hidden, output
Start, stop, end
Red, green, blue