I'm trying to organize CNN chapters. This is what I found so far:
| num |
chapter |
current location on GH |
comment |
| 7 |
Convolutional Nets |
arch/KF/convolutional-nets.tex |
Where does this belong to? Sections: Parameter space transform, Weight sharing, Time delayed inputs, 1D & 2D temporal conv nets |
| 8 |
Convolutional Neural Nets |
arch/PK/convolutional_neural_nets.tex |
Motivation & history, Architecture |
| 9 |
Convolutions |
arch/GS/convolutions.tex |
Convolutions theory |
| 10 |
Components of a CNN |
arch/YC/05-lab/theory.tex |
|
| 11 |
A digression on the Fourrier Transform |
arch/PK/digression_fourier_transform.tex |
|
| 12 |
Graph CNN and spectral networks |
arch/IC/graph-cnn.tex |
|
| 35 |
Convolutions |
arch/GS/convolutions_practice.tex |
Data properties |
| 49 ? |
Convolutional Networks ? |
arch/GS/striding.tex |
|
| 37 |
Convolution Demonstration |
prct/KF/convolution_demonstration.tex |
to code? (audio example) |
| 40 |
Comparison among Different Image Classification Neural Nets |
prct/KF/img_classification_comparison.tex |
to arch? (AlexNet, VGG, ResNet...) |
| 55 |
Convolutional Networks Applications in Image Recognition |
prct/GS/CNN_applications.tex |
|
| 56 |
Applications of Convolutional Networks cont. |
prct/GS/CNN_applications_2.tex |
|
Thinking about the following order:
Arch: 8, 9, 10, 11, 35, (37 ?), 49, (40 ?), 12
Prct: (40 ?), 55, 56
Code: (37 ?)