Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Question 1: Assuming the following filter (3x3) and input feature map (4x4) given for a particular CONV layer of a DNN. Filter Input feature map

image text in transcribed

Question 1: Assuming the following filter (3x3) and input feature map (4x4) given for a particular CONV layer of a DNN. Filter Input feature map 0.1 -0.5 0.2 0.3 0.1 0.2 |2 6 8 4 3 3 5 3 1 2 2 3 4 3 1 2 0.1 -0.2 0.3 a) Please calculate the output feature map values, assuming a stride is 1, and activation function is RELU (please show your calculations explicitly). [10 points] b) Please calculate the output feature map values, assuming a stride is 1, and activation function is Sigmoid (please show your calculations explicitly). [10 points) Question 1: Assuming the following filter (3x3) and input feature map (4x4) given for a particular CONV layer of a DNN. Filter Input feature map 0.1 -0.5 0.2 0.3 0.1 0.2 |2 6 8 4 3 3 5 3 1 2 2 3 4 3 1 2 0.1 -0.2 0.3 a) Please calculate the output feature map values, assuming a stride is 1, and activation function is RELU (please show your calculations explicitly). [10 points] b) Please calculate the output feature map values, assuming a stride is 1, and activation function is Sigmoid (please show your calculations explicitly). [10 points)

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image_2

Step: 3

blur-text-image_3

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Beginning ASP.NET 4.5 Databases

Authors: Sandeep Chanda, Damien Foggon

3rd Edition

1430243805, 978-1430243809

More Books

Students also viewed these Databases questions