CNN (Convolutional Neural Network)
This chapter provides introductions and tutorials on CNN (Convolutional Neural Network). Topics include introduction to the CNN model, conviolutional layer, and pooling layer.
What Is CNN (Convolutional Neural Network)
What Is Convolutional Layer
What Is Pooling Layer
- CNN (Convolutional Neural Network) is a type of neural networks that
uses a mixed of convolutional layers and pooling layers as filters to the input layer.
- A convolutional layer convolves a feature pattern with the full set of input features
to promote the given feature in the output.
- A pooling layer pools representing outputs from neighboring areas in the input features
to reduce feature set size.
Table of Contents
About This Book
Deep Playground for Classical Neural Networks
Building Neural Networks with Python
Simple Example of Neural Networks
TensorFlow - Machine Learning Platform
PyTorch - Machine Learning Platform
►CNN (Convolutional Neural Network)
RNN (Recurrent Neural Network)
GNN (Graph Neural Network)
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