Question: Given the following 4 x 4 matrix from a layer of CNN, determine the resulting matrix when applying max pooling on a 2x2 area (submatrix)

Given the following 4 x 4 matrix from a layer of CNN, determine the resulting matrix when applying max pooling on a 2x2 area (submatrix) with a stride of 2. (Hint: In the below data, you will find 4 submatrices on which you can apply max pooling.) 5 7 12 16 3 2 18 4 25 20 10 8 10 12 8 15

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 Mathematics Questions!

Here is a problem about CNN. I want get solutions as detailed as possible, thank you!!!!! Question 5 (4+4+7-15 marks) Answer the following questions on the Convolutional Neural Network (CNN) 1. What...

This question concerns lexical grammars. (a) Tree Adjoining Grammars contain two types of elementary tree. (i) What are these trees called? [1 mark] (ii) If one were building a grammar for English...

Jupiter Notebook We have covered some of the limitations of single layer neural networks in class, but they are still powerful learning systems that provide a good way to begin learning about how to...

Would you be able to put together another monthly cash flow analysis, this time for year 1? INCOME STATEMENT Year 1 269,115.00 48,930.00 20,388.00 338,433.00 $ $ $ $ COGS $ 113,940.00 $ 125,940.00 $...

Draw a total setup outline and decide the expense for the most economical design, i.e., the one where the complete expense of the correspondences circuits and equpment is the least. (b) The...

Python and most Python libraries are free to download or use, though many users use Python through a paid service. Paid services help IT organizations manage the risks associated with the use of...

Please make sure it is working. You can use any image as long as the outcome is the same. ECE 72 (50pts) Project 1: Digital Image Processing The file Parkes.png is available on Canvas. This file...

Write an alternative definition that is tail-recursive (iterative) and makes use of accumulator variables. [10 marks] Explain why your alternative definition executes more efficiently. [3 marks] 1...

tudy of an innovative method based on complementarity between ARIZ, lean management and discrete event simulation for solving warehousing problems Fatima Zahra Ben Moussa a, , Roland De Guiob ,...

***READ THIS FIRST*** I need the questions for Part 1 AND Part 2 answered for this case study. The answers must be well-written, detailed, and must answer each question fully with examples from the...

There are four stages of globalization (Ritzer, 2010): Domestic stage: market potential is limited to the home country production and marketing facilities located at home Can anyone provide examples...

Repeat Exercise 20.42 and apply all of the diagnostic tests available with your statistical software. Has applying these diagnostics to the mean and range charts raised any concerns regarding the...

Type of adjustment. Classifying thenfollowing i Type of adjustment Classify the following items as ( 1 ) accrued revenue, ( 2 ) accrued expense, ( 3 ) unearned revenue, or ( 4 ) prepaid expense:

For each of the following questions: a. Calculate the z-scores (show work) b. Draw the theoretical normal curve and locate the raw scores on the curve. C. Shade the area under the curve appropriate...