• Architecture of Convolutional Neural Networks (CNN)
• Illustration of CNN Architecture
• Why convolutions?
• References

Architecture of Convolutional Neural Networks (CNN)

The architecture of a Convolutional Neural Network (CNN) is composed of the following layers:

1. Convolutional Layer
2. Pooling Layer
3. Fully Connected Layer
4. Output Layer

Illustration of CNN Architecture

Why convolutions?

References

• StatQuest: Neural Networks Part 8: Image Classification with Convolutional Neural Networks (CNNs)
• Andrew Ng’s C4W1L11 CNN Example