adplus-dvertising
frame-decoration

Question

What is true regarding adaline learning algorithm?

a.

uses gradient descent to determine the weight vector that leads to minimal error

b.

error is defined as MSE between neurons net input and its desired output

c.

this technique allows incremental learning

d.

all of the mentioned

Posted under Competitive Learning Neural Networks Neural Networks

Answer: (d).all of the mentioned

Engage with the Community - Add Your Comment

Confused About the Answer? Ask for Details Here.

Know the Explanation? Add it Here.

Q. What is true regarding adaline learning algorithm?
Add Comment

Similar Questions

Discover Related MCQs

Q. In self organizing network, how is layer connected to output layer?

View solution

Q. In feature maps, when weights are updated for winning unit and its neighbour, which type learning it is known as?

View solution

Q. How are weights updated in feature maps?

View solution

Q. What is the objective of feature maps?

View solution

Q. How is feature mapping network distinct from competitive learning network?

View solution

Q. In pattern clustering, does physical location of a unit relative to other unit has any significance?

View solution

Q. What kind of learning is involved in pattern clustering task?

View solution

Q. In competitive learning, node with highest activation is the winner, is it true?

View solution

Q. Generally how many kinds of pattern storage network exist?

View solution

Q. What kind of feedbacks are given in competitive layer?

View solution

Q. What is the other name of feedback layer in competitive neural networks?

View solution

Q. What is ojas rule?

View solution

Q. By normalizing the weight at every stage can we prevent divergence?

View solution

Q. How can divergence be prevented?

View solution

Q. What is the nature of weights in plain hebbian learning?

View solution

Q. The weight change in plain hebbian learning is?

View solution

Q. An instar can respond to a set of input vectors even if its not trained to capture the behaviour of the set?

View solution

Q. The update in weight vector in basic competitive learning can be represented by?

View solution

Q. How is weight vector adjusted in basic competitive learning?

View solution

Q. What is an instar?

View solution
View All MCQs on Competitive Learning Neural Networks

Suggested Topics

Are you eager to expand your knowledge beyond Neural Networks? We've curated a selection of related categories that you might find intriguing.

Click on the categories below to discover a wealth of MCQs and enrich your understanding of Computer Science. Happy exploring!

IT Fundamentals

Navigate the basics of information technology with our IT Fundamentals MCQs. Get a...

C Programming

Master one of the most widely used programming languages with our C Programming MCQs....

Digital Logic Design

Understand the foundation of digital computers with our Digital Logic Design MCQs....

Visual Basic

Enhance your knowledge of Microsoft's event-driven programming language with our...

Software Architecture and Design

Get a strong hold on the blueprint of software systems with our Software Architecture...

CSS

Polish your web design skills with our CSS MCQs. Learn about selectors, properties,...

Microprocessor

Understand the heart of your computer with our Microprocessor MCQs. Topics include...

Compiler Design

Unravel the process of translating source code into executable programs with our...

Neural Networks

Dive into the world of Artificial Intelligence with our Neural Networks MCQs. Uncover...