the handwritten numeral recognition network only has three layers: a convolution layer, a max-pooling layer, and an output layer. If the input is the 8 x 8 matrix, write a program to calculate the feature graph after the convolution layer and max-pooling layer. The characteristic matrix of the convolution layer must be designed.

Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
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Assume the handwritten numeral recognition network only has three layers: a convolution layer, a max-pooling layer, and an output layer. If the input is the 8 x 8 matrix, write a program to calculate the feature graph after the convolution layer and max-pooling layer. The characteristic matrix of the convolution layer must be designed. The pool area is 2 x 2, and the input matrix of 8 x8 is in table 7.13 

Table 7.13
Image data matrix used in Problem 7.7
3
17
8.
34
137
45
0.
204
13
6.
20
253
198
3
6.
186
146
7.
0.
139
176
0.
0.
157
154
4.
0.
173
182
Transcribed Image Text:Table 7.13 Image data matrix used in Problem 7.7 3 17 8. 34 137 45 0. 204 13 6. 20 253 198 3 6. 186 146 7. 0. 139 176 0. 0. 157 154 4. 0. 173 182
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