Use backpropagation to train the first pattern of the binary logic AND function with (X1 = 1, X2 = 1, t = 1). By using a hidden layer consisting of two units of neurons. Use = 0.5 with the following initial weights:

Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
icon
Related questions
Question
Use backpropagation to train the first pattern of the binary logic AND function with (X1 = 1, X2 = 1, t =
1). By using a hidden layer consisting of two units of neurons. Use = 0.5 with the following initial
weights:
Z1
Z2
Y
X1
-0.2
0.2
Z1
0.7
X2
0.2
-0.1
Z2
-0.2
1
-0.1
0.3
1
0.4
a. Draw the ANN(artificial neural network) model
b. Do the training for the first pattern
Transcribed Image Text:Use backpropagation to train the first pattern of the binary logic AND function with (X1 = 1, X2 = 1, t = 1). By using a hidden layer consisting of two units of neurons. Use = 0.5 with the following initial weights: Z1 Z2 Y X1 -0.2 0.2 Z1 0.7 X2 0.2 -0.1 Z2 -0.2 1 -0.1 0.3 1 0.4 a. Draw the ANN(artificial neural network) model b. Do the training for the first pattern
Expert Solution
steps

Step by step

Solved in 3 steps

Blurred answer
Recommended textbooks for you
Computer Networking: A Top-Down Approach (7th Edi…
Computer Networking: A Top-Down Approach (7th Edi…
Computer Engineering
ISBN:
9780133594140
Author:
James Kurose, Keith Ross
Publisher:
PEARSON
Computer Organization and Design MIPS Edition, Fi…
Computer Organization and Design MIPS Edition, Fi…
Computer Engineering
ISBN:
9780124077263
Author:
David A. Patterson, John L. Hennessy
Publisher:
Elsevier Science
Network+ Guide to Networks (MindTap Course List)
Network+ Guide to Networks (MindTap Course List)
Computer Engineering
ISBN:
9781337569330
Author:
Jill West, Tamara Dean, Jean Andrews
Publisher:
Cengage Learning
Concepts of Database Management
Concepts of Database Management
Computer Engineering
ISBN:
9781337093422
Author:
Joy L. Starks, Philip J. Pratt, Mary Z. Last
Publisher:
Cengage Learning
Prelude to Programming
Prelude to Programming
Computer Engineering
ISBN:
9780133750423
Author:
VENIT, Stewart
Publisher:
Pearson Education
Sc Business Data Communications and Networking, T…
Sc Business Data Communications and Networking, T…
Computer Engineering
ISBN:
9781119368830
Author:
FITZGERALD
Publisher:
WILEY