1) For the convolutional neural network shown below, Softmax or logistic regression unit Layer 1 conv Layer 2 conv al S filters 10 filters ft-5 plal = o pln - o 28x 28 x3 a) For each layer, al1Jand a[2], what are the corresponding feature map shapes and number of weight parameters? (show your calculations)

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
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Chapter1: Introduction
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1) For the convolutional neural network shown below,
Softmax or logistic
regression unit
Layer 1 conv
Layer 2 conv
al
a
S filters
10 filters
s) = 1
pli - o
g1 - 2
pl-0
28 x 28 x3
a) For each layer, al1]and a[2], what are the corresponding feature map shapes and number of
weight parameters? (show your calculations)
Transcribed Image Text:1) For the convolutional neural network shown below, Softmax or logistic regression unit Layer 1 conv Layer 2 conv al a S filters 10 filters s) = 1 pli - o g1 - 2 pl-0 28 x 28 x3 a) For each layer, al1]and a[2], what are the corresponding feature map shapes and number of weight parameters? (show your calculations)
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