3.4 (Perceptron)

Question 1

What is the equation for a perceptron

Answer 1

phi is the -1, 1 activation function

Question 2

What is the learning equation for a perceptron

Answer 2

Question 3

How doe perceptrons act as a linear classifier

Answer 3

Question 4

What is the error function for a perceptron

Answer 4

Question 5

Since the perceptron activation function isn’t differentiable, how do we compute the gradient?

Answer 5

Assume the gradient for phi is 1