Question: The perceptron is a linear classifier that separates the data, in any dimension, through hyper planes. If the dimension is 2 , for example, the

The perceptron is a linear classifier that separates the data, in any dimension, through hyper planes. If the dimension is 2, for example, the perceptron uses lines in R2 to perform the classification.
Part A: Can a perceptron be used to know whether or not any given point (x,y,z) is inside of a cube with a center at (0,0,0) and volume equal to 8?
Part B: Justify your answer. If you answered yes, explain the way a perceptron has to be designed in terms of neurons, layers, outputs, etc. If you answered, no, also justify your answer.

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