Question

What is perceptron?

(a) a single layer feed-forward neural network with pre-processing

(b) an auto-associative neural network

(c) a double layer auto-associative neural network

(d) a neural network that contains feedback

I got this question in quiz.

My question is taken from Neural Networks topic in chapter Learning of Artificial Intelligence

Select the correct answer from above options

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Answer 1

The correct option is (a) a single layer feed-forward neural network with pre-processing

Easiest explanation: The perceptron is a single layer feed-forward neural network. It is not an auto-associative network because it has no feedback and is not a multiple layer neural network because the pre-processing stage is not made of neurons.