Question: Consider the following network structure and the initial weights and bias a given. w11=0.2,w12=0.4,w21= 0.8,3{=0.15,w3=xx,w4=0.1, and bias =0 where xx are last 2 digits of

Consider the following network structure and the initial weights and bias a given. w11=0.2,w12=0.4,w21= 0.8,3{=0.15,w3=xx,w4=0.1, and bias =0 where xx are last 2 digits of your Studeat D. Given that x1,x2,y>1,0,0.5, answer the questions below. [1+0.5+1.5+25] (a) Compute the forward propagation and generate the output. Use the Sigmoid activation function. (b) Compute the RMSE loss. (c) Let the given weights be at the time (t1). Compute the weights at time t usin/SGD (d) Compute the weights at (t+1) using Rprop. Assume =1.4 and =0.9. [2+2+2+2=8M]

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Consider the following network structure and the initial weights and bias a given. w1 = 0.3, W12 = 0.4, W21 = -0.3, W22 = 0.05, W3 = -0.5, WA = 0.2 and bias = 0. Given that =

please consider any random value such as 12 or 14 for w3. Consider the following network structure and the initial weights and bias a given w11=0.2,w12=0.4,w21= 0.6,22=0.15,w3=8x,w4=0.1, and bias =0...

Consider the following network structure and the initial weights and bias a given. w11=0.2,w12=0.4,w21= 0.6,w22=0.15,w3=xx,w4=0.1, and bias =0 where xx are last 2 digits of your Student ID. Given...

Enable Scan Consider the following network structure and the initial weights and bias a given. w1=0.6, w2=0.xx and bias =0 where xx are last 2 digits of your ID. Given that x1,x2,y= where y is the...

Consider the following network structure and the initial weights and bias a given. w1=0.6, w2=0.xx and bias =0 where xx are last 2 digits of your ID. Given that x1,x2,y= where y is the binary target....

Hello. I need to write a three page review for the two articles attached. Each review should include a brief summary that include the major points of the article, as well as a summary of my own...

Problem #2. Consider the following network structure shown in Figure 1 representing a series of cities that must be visited by a truck driver working for a Logistics Company. The starting city of...

show the work please Consider the following network structure. This is the so called bipartite network, where you can partition the set of nodes N into two sets A and B, such that if a link ij is in...

Problem #1 Consider the following network structure: 24 5)4 F Source 7 3 33 Sink -F 69 4 Note: The numbers on the arcs represent the capacity of the corresponding arcs between the nodes measured in...

Problem #1 Consider the following network structure: 24 54 F Source s 7 Sink 69 Note: The numbers on the arcs represent the capacity of the corresponding arcs between the nodes measured in terms of...

The NPV (net present value) of a cash stream that is equal to $100 per period for 5 periods with a rate of return of 12% per period would be?

Business Loss Recovery, an insurance company, is willing to sell Chris cold-summer insurance at a price of $3,000 a year and promises to pay her $5,000 if the summer is cold and the business fails....

Which of the following statements is true? O a . Given a rate of return of zero, the future value of a lump sum invested today will always decrease as the period of time decreases. O b . All else...

Discuss several ways ( at least four ways ) to improve the requirement process and thus, a project team can avoid a situation where too many changes to the project requirements occur at the later...

What organisational factors may influence decisions about sample size and selection? In what way might that affect the quality of the data that you obtain?

How might you go about developing a sampling frame of good quality from which to select a sample? Who may be able to offer support with this process?

A reliability coefficient is a measure of: a. The difference between two variables. b. The strength of the relationship between two different variables. c. The extent to which the responses to a...