Question: What is the main advantage of using ReLU activation function in neural networks? It accelerates the convergence of stochastic gradient descent It ensures that the

What is the main advantage of using ReLU activation function in neural networks?
It accelerates the convergence of stochastic gradient descent
It ensures that the network remains linear
It prevents overfitting during the training process
It limits the output to between 0 and 1
What is the main advantage of using ReLU

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 Programming Questions!

Q:

Question 1 Which of the following is a potential drawback of using neural networks? O a) They are computationally efficient for all tasks. O b) They often require a large amount of labeled training...

Q:

Answer Questions 2-4! Use Echo Dot 4th generation w alarm clock and alexa!!! i will rate thumbs up!! STUDENT At the end of appropriate chapters beginning with this chapter, you will find Student...

Q:

Complete an Executive Summary Give an explanation what the author intended to do in the study or article. Summarize three or four of the most important findings of the study or article. Summarize any...

Q:

Please paraphrase any information you use carefully. QUESTION 1: What was the impact of the pandemic on Star Alliance? What steps did alliance members take to deal with the impacts to airline...

Q:

answer Questions #2-4 please, please use Echo dot 4th generation w alarm clock. asap please!! 1. State what you will sell. 2. Briefly describe the individual and/or organization to which you will...

Q:

Explanation: Historical Events Forming Basis of Long-Term Care Industry There are three important historical events that have shaped the long-term care industry. First, the Industrial Revolution led...

Q:

Ethics Problem Diane Dennison is a financial analyst working for a large chain of discount retail stores. Her company is looking at the possibility of replacing the existing fluorescent lights in all...

Q:

multiple choice questions/c++ dont care I solved last night. . SECTXOKA: MULTINA CIOCES SIXCLEAKSWIR QUESTIONS 1 Surat The OLX.betra Turku Ladrat CADC tubu . WIR . We Two na ww.. CO trent: . c. teden...

Q:

Read the case "Star Alliance in 2020" in Ivey Publishing. What are some challenges and opportunities? Since its founding in 1997, Star Alliance had developed an expertly organized and managed network...

Q:

Please paraphrase any information you use carefully. QUESTION 1: Why does the airline industry rely so heavily on alliances? What benefits and challenges occur based on such alliances? QUESTION 2:...

Q:

You are given the following information: State of Economy Return on Stock A Return on Stock B Bear .103 .046 Normal .114 .149 Bull .074 .234 Assume each state of the economy is equally likely to...

Q:

Characterize the risk exposure(s) of the following FI transactions by choosing one or more of the following: a. Credit risk b. Interest rate risk c. Off-balance-sheet risk d. Foreign exchange rate...

Q:

A general durable power of attomey is necessary for a spouse to manage which asset in the event the other spouse becomes incapscitated? Withdraw funds from the disabled spouse's 4 0 k Sale real...

Q:

Beth R. Jordan lives at 2322 Skyview Road, Mesa, AZ 85201. She is a tax accountant with Mesa Manufacturing Company, 1203 Western Avenue, Mesa, AZ 85201 (employer identification number 11-1111111)....