Given that we have a single perceptron employing LMS algorithm, what is the weights after one epoch of training starting with W=0 and the learning rate = 0.4.

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
Please solve this question in machine learning quickly
Consider the below set of input/targets mapping:
= -1, x2 = [], t2 = –1, x3 = []), t3 = 1.
%3D
Given that we have a single perceptron employing LMS algorithm, what is the weights
after one epoch of training starting with W=0 and the learning rate = 0.4.
Select one:
a. wo = 1.2, wi = 1.4, w2 = -2.4
1.4, шg 3D — 2.4
b. wo = 1.2, wi
-4.4
c. Wo = -1.2, wi = 0.4
d. wo = -0.4, w1 = –0.4
Transcribed Image Text:Consider the below set of input/targets mapping: = -1, x2 = [], t2 = –1, x3 = []), t3 = 1. %3D Given that we have a single perceptron employing LMS algorithm, what is the weights after one epoch of training starting with W=0 and the learning rate = 0.4. Select one: a. wo = 1.2, wi = 1.4, w2 = -2.4 1.4, шg 3D — 2.4 b. wo = 1.2, wi -4.4 c. Wo = -1.2, wi = 0.4 d. wo = -0.4, w1 = –0.4
Expert Solution
steps

Step by step

Solved in 2 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