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Having multiple perceptrons can actually solve the XOR problem satisfactorily: this is because each perceptron can partition off a linear part of the space itself, and they can then combine their results.

Question:

Having multiple perceptrons can actually solve the XOR problem satisfactorily: this is because each perceptron can partition off a linear part of the space itself, and they can then combine their results.

A.

true – this works always, and these multiple perceptrons learn to classify even complex problems

B.

false – perceptrons are mathematically incapable of solving linearly inseparable functions, no matter what you do

C.

true – perceptrons can do this but are unable to learn to do it – they have to be explicitly hand-coded

D.

false – just having a single perceptron is enough

Answer» c. true – perceptrons can do this but are unable to learn to do it – they have to be explicitly hand-coded

Note: The above multiple-choice question is for all general and Competitive Exams in India