Answered step by step
Verified Expert Solution
Question
1 Approved Answer
b) What is the loss , for this training case? c) What is the derivative of the loss with respect to w2, for this training
b) What is the loss , for this training case?
c) What is the derivative of the loss with respect to w2, for this training case?
d)What is the derivative of the loss with respect to w1, for this training case?
1Inputunit W1-2 Wo=2 Logistic hidden unit W2 =4 wo = 0 Linear output unit FIGURE 1: A sm neural network. 3. (15 points) Here you see a very sma neural network (Figure 1): it has one iput unt, one hidden unit (logistic), and one output uni (lnear). Let's consider one training case. For that training case, the input value is 1 (as shown in the diagram), and the target output value is 1. We're using the standard squared error loss function: The numbers in this question have been constructed in such a way that you don't need a calcu- lator a) (3 points) What is the output of the hidden unit and the output unit, for this training 1Inputunit W1-2 Wo=2 Logistic hidden unit W2 =4 wo = 0 Linear output unit FIGURE 1: A sm neural network. 3. (15 points) Here you see a very sma neural network (Figure 1): it has one iput unt, one hidden unit (logistic), and one output uni (lnear). Let's consider one training case. For that training case, the input value is 1 (as shown in the diagram), and the target output value is 1. We're using the standard squared error loss function: The numbers in this question have been constructed in such a way that you don't need a calcu- lator a) (3 points) What is the output of the hidden unit and the output unit, for this trainingStep by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started