Homework Help is Here – Start Your Trial Now!
Engineering
Computer Engineering
The patterns Xo, X1 and X2 are used to train a binary Hopfield neural network. The patterns are given as X, =[-1 1 1 X, = [1 -1 p1 1, 1 q 1 1]', . 1 -1] X, =[-1 1 -1r The connection matrix is found to be -3 +1 +1 -1 +1] -3 -1 -1 +1 -1 +1 W = -1 -1 +1 +3 +1 -1 -1 -3 +1 -1 +1 +1 -3 +1 +1 -1 +3 +1 +1 Determine p, q and r and E(X,), E(X,), E(X2). Perform two synchronous iterations of the network for the pattern S(0) =[1 -1 1 -1 1 1] and obtain E(s(0)), E(s(1)), E(s(2)). Comment on the results.

The patterns Xo, X1 and X2 are used to train a binary Hopfield neural network. The patterns are given as X, =[-1 1 1 X, = [1 -1 p1 1, 1 q 1 1]', . 1 -1] X, =[-1 1 -1r The connection matrix is found to be -3 +1 +1 -1 +1] -3 -1 -1 +1 -1 +1 W = -1 -1 +1 +3 +1 -1 -1 -3 +1 -1 +1 +1 -3 +1 +1 -1 +3 +1 +1 Determine p, q and r and E(X,), E(X,), E(X2). Perform two synchronous iterations of the network for the pattern S(0) =[1 -1 1 -1 1 1] and obtain E(s(0)), E(s(1)), E(s(2)). Comment on the results.

Computer Networking: A Top-Down Approach (7th Edition)
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...
See similar textbooks
icon
Related questions
Question
The patterns Xo, X1 and X2 are used to train a binary Hopfield neural network. The patterns are given as p 1 1]', X, = [1 -1 1 q 1 1]', . 1 -1] X, =[-1 1 1 X, =[-1 1 -1 r The connection matrix is found to be -3 +1 +1 -1 +1 -3 -1 -1 +1 -1 +1 W = -1 -1 +1 +3 +1 -1 -1 -3 +1 -1 +1 +1 -3 +1 +1 -1 +3 +1 +1 Determine p, q and r and E(X,), E(X¡), E(X2). Perform two synchronous iterations of the network for the pattern S(0) =[1 -1 1 -1 1 1] and obtain E(s(0)), E(s(1)), E(s(2)). Comment on the results.
Transcribed Image Text:The patterns Xo, X1 and X2 are used to train a binary Hopfield neural network. The patterns are given as p 1 1]', X, = [1 -1 1 q 1 1]', . 1 -1] X, =[-1 1 1 X, =[-1 1 -1 r The connection matrix is found to be -3 +1 +1 -1 +1 -3 -1 -1 +1 -1 +1 W = -1 -1 +1 +3 +1 -1 -1 -3 +1 -1 +1 +1 -3 +1 +1 -1 +3 +1 +1 Determine p, q and r and E(X,), E(X¡), E(X2). Perform two synchronous iterations of the network for the pattern S(0) =[1 -1 1 -1 1 1] and obtain E(s(0)), E(s(1)), E(s(2)). Comment on the results.
Expert Solution
steps

Step by step

Solved in 3 steps with 2 images

SEE SOLUTIONCheck out a sample Q&A here
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
SEE MORE TEXTBOOKS