ML Chapter 02

What type of values does a perceptron output? Options: Real numbers, Binary values (1 or 0), Characters, Complex numbers

What condition causes a perceptron to output 1? Options: When the signal is less than theta, When weights are negative, When the sum of weighted inputs exceeds the threshold, When the signal is equal to zero

Which logic gate outputs 1 only when both inputs are 1? Options: OR, NAND, AND, XOR

Which logic gate outputs 0 only when both inputs are 1? Options: XOR, NAND, AND, OR

Which logic gate outputs 1 if at least one input is 1? Options: NAND, AND, OR, XOR

Why can't XOR be modeled with a single-layer perceptron?

What makes it possible to express XOR using a perceptron?

What is a perceptron unable to model with a single layer? Options: OR gate, NAND gate, AND gate, XOR gate

What is the purpose of the bias in a perceptron?

Which function does a perceptron perform when summing inputs and weights? Options: Matrix inversion, Vector normalization, Linear combination, Activation encoding